Tentative IEEE ICWS/CLOUD/MS/SCC/BigDataCongress
Transcription
Tentative IEEE ICWS/CLOUD/MS/SCC/BigDataCongress
2015 SERVICES/BigData Congress CLOUD/ICWS/SCC/MS ADVANCE PROGRAM 2015 22nd International Conference on Web Services (ICWS) http://icws.org th 2015 12 International Conference on Services Computing (SCC) http://conferences.computer.org/scc th 2015 8 International Conference on Cloud Computing (CLOUD) http://thecloudcomputing.org 2015 4th International Congress on Big Data (BigData Congress) http://www.ieeebigdata.org th 2015 4 International Conference on Mobile Services (MS) http://www.themobileservices.org th 2015 11 World Congress on Services (SERVICES) http:// http://www.servicescongress.org June 27 - July 2, 2015 Millennium Broadway Hotel 145 West 44th Street, New York, NY 10036 Twitter: @servicesconfs Topic: SERVICES2015 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA CONFERENCE LEADERSHIP TEAM General Chairs ICWS 2015 SCC 2015 Bhavani Thuraisingham, University of Texas - Dallas, USA Elena Ferrari, University of Insubria, Italy Kaliappa Ravindran, City University of New York, USA CLOUD 2015 MS 2015 Daniel A. Reed, University of Iowa, USA Carl Kesselman, Southern California University, USA Jeffrey Tsai, Asia University, Taiwan Nimish Radia, Ericsson, USA Yan Wang, Macquarie University, Australia BigData Congress 2015 SERVICES 2015 Hemant Jain, University of Wisconsin–Milwaukee, USA Peter Chen, Louisiana State University & Carnegie Mellon University, USA Rong Chang, IBM Research Ephraim Feig, Independent Consultant, USA Louise Moser, University of California - Santa Barbara, USA Program Chairs ICWS 2015 SCC 2015 John A. Miller, University of Georgia, USA Hong Zhu, Oxford Brookes University, UK Paul P. Maglio , University of California, Merced, USA Incheon Paik, University of Aizu, Japan Wu Chou, Huawei, China CLOUD 2015 MS 2015 Calton Pu, Georgia Tech, USA Ajay Mohindra, IBM T.J. Watson Research Center, USA Onur Altintas, Toyota InfoTechnology Center, Japan Jia Zhang, Carnegie Mellon University - Silicon Valley, USA BigData Congress 2015 Barbara Carminati, University of Insubria, Italy Latifur Khan, University of Texas - Dallas, USA Steering Committee Carl K. Chang, Iowa State University, USA Ephraim Feig, Independent Consultant, USA Hemant Jain, University of Wisconsin at Milwaukee, USA Frank Leymann, University of Stuttgart, Germany Calton Pu, Georgia Tech, USA Jeffrey Tsai, Asia University, Taiwan Liang-Jie Zhang (Chair), Kingdee International Software Group CO., Ltd, China 2 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 3 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 4 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 5 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 6 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 7 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 8 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Table of Contents Conference Leadership Team ................................................... ..................................................................2 Program Overview ............................. .......................... .................................................................................. .....3 June 27, 2015 (Saturday) ................................................................. .............................................. ... 3 June 28, 2015 (Sunday) ........ .................... ................................ .................................................. ... 4 June 29, 2015 (Monday) ................................. .... ............................. .............. ............................... .. ..5 June 30, 2015 (Tuesday) .......................................... ...................... ................................................. .. .6 July 1, 2015 (Wednesday) ............................. ..................... ................................... ............... 7 July 2, 2015 (Thursday)............................................... ....................................................... .............. 8 Table of Contents 9 CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICES 2015 Keynotes............. .. ............................ .... ..... 10 CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICES 2015 Plenary Panels ........ ..................................... 13 CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICES 2015 2015 Tutorials ............. ................................. 21 2015 IEEE 22nd International Conference on Web Services (ICWS 2015) ................................................... Research Track ................................................................................................................................... Applications Track ......... ................................................................................. .... Short Paper Track .................... ............................................................................ .... TSC Track ICWS Visionary Track 25 25 29 33 34 34 2015 IEEE 8th International Conference on Cloud Computing (CLOUD 2015) ...................................... Research Track ................................................................................................................................... Applications Track ......... ................................................................................. .... Short Paper Track .................... ............................................................................ .... CLOUD Visionary Track 35 35 39 45 47 2015 IEEE 4th International Conference on Mobile Services (MS 2015)......... ............... ........... Research Track ................................................................................................................................... Applications Track ......... ................................................................................. .... Short Paper Track .................... ............................................................................ .... 48 48 52 53 2015 IEEE 12th International Conference on Services Computing (SCC 2015) .. ............................. ........... Research Track ................................................................................................................................... Applications Track ......... ................................................................................. .... Short Paper Track .................... ............................................................................ .... 54 54 58 62 ............... ........... 2015 IEEE 4th International Congress on Big Data (BigData Congress 2015) . Research Track ................................................................................................................................... Applications Track ......... ................................................................................. .... Short Paper Track .................... ............................................................................ .... BigData Congress Visionary Track 63 63 67 70 72 2015 IEEE 11th World Congress on Services (SERVICES 2015) ................ .................................................... 73 Tracks.................................................................... ................. ............................ .................73 Journal Support ............................................................... ............................................................. 78 Services Society ............................................................... ............................................................. 79 Conference Room Floor Plan ............................................................... ............................................................. 80 9 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA IEEE 2015 ICWS/SCC/CLOUD/BigDataCongress/MS/ SERVICES Keynote Sessions Keynote 1: A Holistic View of Software Evolution toward Software as a Service (Carlo Ghezzi, Politecnico di Milano, Italy) (SERVICES2015-7002) (06/28 Sunday, 9:40-11:30 Hudson Theatre) Abstract: The current trend of Software as a Service has posed unprecedented challenges and demands to software evolution that has been an endemic phenomenon for decades. Software needs to evolve because requirements change, because the environment with which it interacts changes or because the platform on which it runs changes, or because the applications which may use it may change. Continuous evolution is intrinsic in iterative and incremental (agile) development and has to continue after systems are released. Increasingly, software evolution has to take place at run-time, while the software is running and providing service. There is also an increasing demand for software that can self-adapt to changes. Existing approaches to software development need to be rethought to respond to these challenges, which require both extreme flexibility and dependability. The traditional separation between development and operation (design time and run time) blurs and even fades. The talk especially focuses on modeling and verification, which need to be rethought in the light of perpetual development and evolution. It also focuses on achieving self-adaptation to support continuous satisfaction of non-functional requirements---such as reliability, performance, energy consumption---in the context of virtualized environments (cloud computing, service-oriented computing). About the Speaker: Carlo Ghezzi is an ACM Fellow (1999), an IEEE Fellow (2005), a member of the European Academy of Sciences and of the Italian Academy of Sciences. He received the ACM SIGSOFT Outstanding Research Award (2015) and the Distinguished Service Award (2006). He is the current President of Informatics Europe. He is a regular member of the program committee of flagship conferences in the software engineering field, such as the ICSE and ESEC/FSE, for which he also served as Program and General Chair. He has been the Editor in Chief of the ACM Trans. on Software Engineering and Methodology and is currently an Associate Editor of the Communications of the ACM, IEEE Trans. on Software Engineering, Science of Computer Programming, Computing, and Service Oriented Computing and Applications. Ghezzi’s research has been mostly focusing on different aspects of software engineering. He co-authored over 200 papers and 8 books. He coordinated several national and international research projects. Keynote 2: Big Data as a Service at NASA (Tsengdar J. Lee, NASA, USA) (SERVICES2015-7003) (06/29 Monday, 10:50-12:00; Hudson Theatre) Abstract: Big data challenges are sometimes viewed as problems of large-scale data management where solutions are offered through an array of somewhat traditional storage and archive theories and technologies. These approaches tend to view big data as an issue of storing and managing large amounts of structured data for the purpose of finding particular subsets of interest. Alternatively, big data challenges can be viewed as knowledge management problems where solutions are offered through an array of analytic techniques and technologies. These approaches tend to view big data as an issue of extracting meaningful patterns from large amounts of unstructured data for the purpose of finding particular insights of interest. As the community grapples with its scaling challenges it seeks to find a balance between these competing views. In this talk, I will discuss the research and development efforts at NASA and how we may strike a balance between these two competing views through enhanced interoperability. 10 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA About the Speaker: Dr. Tsengdar Lee is the program manager for the NASA High-End Computing Portfolio. He maintains and modernizes the high-end computing capability to support the aeronautic research, human exploration, scientific discovery, and space technology missions at NASA. He is also the Program Scientist for the NASA Weather Focus Area. In this role, he is responsible for the strategic direction in NASA’s weather research and development Portfolio. He Served as NASA Chief Technology Officer for Information Technology between 2011 and 2012. He set up the IT-Labs at NASA and invested in cloud computing and big data projects. He jointed NASA in 2001 as the High-End Computing Program Manager for the Earth Science Enterprise. His work primarily focused on weather and climate computational modeling. Between 2002 and 2006, he managed the Earth Science Global Modeling Program. He funded research efforts to study the global climate change, weather forecasting, and hurricane prediction challenges. Keynote 3: Data Analytics as a Service: The Next Big Challenge in Services Computing (Ling Liu, Georgia Tech, USA) (SERVICES2015-7004) (06/30 Tuesday, 10:50-12:00; Hudson Theatre) Abstract: Services computing research is entering an exciting time. Data has been the No. 1 fast growing phenomenon on the Internet for the last decade. Engineering big data analytics demands significant advances in delivering data analysis as a service (DAaaS). Although we have witnessed the success of delivering numerous hardware infrastructures, computing platforms and software applications as outsourced and managed services, big data analytics have not yet been packaged and outsourced as large scale “dialtone” services due to (i) the complexity and high cost involved in using conventional analytic platforms and tools to connect big data with rich models of analytics, (ii) the need for innovative approaches to perform cross-layer and cross-network correlation and knowledge discovery , and (iii) the lack of support for elastic and multi-tenant analytics that can seamlessly scale with the exponential growth of big data and the evolving demands of analytic applications. In this keynote, I will explore the research opportunities and challenges from multiple dimensions towards data analytics as a service (DAaaS). For example, from the perspective of analytic algorithms, I will discuss Multitenant Analytics and Cross-Network Analytics through generalization and customization, aiming at developing a methodical approach and a suite of customizable analytic models that can abstract and generalize common analytic problems into black-box and grey box analytic tools and analytic software libraries. From the perspective of analytic systems, I will discuss Elastic and Scalable Analytics through smart data and computation partition and parallelization, and the opportunities of using unconventional data structures and unconventional software architectures. About the Speaker: Dr. Ling Liu is a Professor in the School of Computer Science at Georgia Institute of Technology. She directs the research programs in Distributed Data Intensive Systems Lab (DiSL), examining various aspects of large scale data intensive systems, including performance, availability, security and privacy. Prof. Liu is an IEEE Fellow, a recipient of IEEE Computer Society Technical Achievement Award in 2012. She has published over 300 international journal and conference articles and is a recipient of the best paper award from a number of top venues, including ICDCS 2003, WWW 2004, 2005 Pat Goldberg Memorial Best Paper Award, IEEE Cloud 2012, IEEE ICWS 2013, Mobiquitous 2014, ACM/IEEE CCGrid 2015. In addition to service as general chair and PC chairs of numerous IEEE and ACM conferences in data engineering, very large databases, distributed computing, cloud computing fields, Prof. Liu has served on editorial board of over a dozen international journals. Currently Prof. Liu is the editor in chief of IEEE Transactions on Service Computing. Prof. Liu’s current research is primarily sponsored by NSF, IBM and Intel. 11 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Keynote 4: Kubernetes and the Path to Cloud Native (Eric Brewer, VP of Infrastructure at Google, UC Berkeley, USA) (SERVICES2015-7005) (06/30 Tuesday, 14:10-15:20; Hudson Theatre) Abstract: We are in the midst of an important shift to higher-levels of abstraction than virtual machines. Kubernetes aims to simplify the deployment and management of services, including the construction of applications as sets of interacting but independent services. We explain some of the key concepts in Kubernetes and show how they work together to simplify evolution and scaling. About the Speaker: Eric Brewer is a vice president of infrastructure at Google. He pioneered the use of clusters of commodity servers for Internet services, based on his research at Berkeley. His “CAP Theorem” covers basic tradeoffs required in the design of distributed systems and followed from his work on a wide variety of systems, from live services, to caching and distribution services, to sensor networks. He is a member of the National Academy of Engineering, and winner of the ACM Infosys Foundation award for his work on large-scale services. Eric was named a "Global Leader for Tomorrow" by the World Economic Forum and “most influential person on the architecture of the Internet” by InfoWorld. Keynote 5: The Watson Platform for Cognitive Computing (Guruduth Banavar, Vice President, Cognitive Computing, IBM T.J. Watson Research Center) (SERVICES2015-7006) (07/01 Wednesday, 10:50-12:00; Hudson Theatre) Abstract: In the last decade, the availability of massive amounts of new data, and the development of new machine learning technologies, have augmented reasoning systems to give rise to a new class of computing systems. These “Cognitive Systems” learn from data, reason from models, and interact naturally with us, to perform complex tasks better than either humans or machines can do by themselves. Through a Jeopardy! exhibition match in 2011, the Watson system demonstrated that it was capable of answering complex factoid questions as effectively as the world champions. In parallel with these advances, use of public and private cloud environments to build critical applications for business has grown tremendously. These trends point to the need for an ecosystem for developing cognitive business applications using available cloud services quickly and efficiently. IBM is building one such system in the Watson Developer Cloud, where clients and business partners collaborate to create innovative solutions. This talk will describe the challenges and successes in this area from the points of view of service creators, service consumers and the underlying infrastructure. About the Speaker: Dr. Guruduth Banavar is vice president of cognitive computing at IBM Research, responsible for creating the next generation of cognitive systems in the Watson family. He has worked across IBM’s businesses to co - innovate with clients, for example, to build a city operations center in Rio de Janeiro. Guru has served on Governor Cuomo’s commission for improving New York state’s resilience to natural disasters after Hurricane Sandy. His work has been featured in The New York Times, The Economist, and other international media. Earlier, Guru was the Director of IBM Research in India, which he helped establish as a preeminent center for Services Research and Mobile Computing. There, he and his team received a National Innovation Award by the President of India in 2009 for the Spoken Web project. His early work was on distributed systems and programming models at IBM’s TJ Watson Research Center in New York, which he joined in 1995 after his PhD in Computer Science. Keynote 6: The Role of the Cloud, its Software Stack and Big Data Analytics in Scientific Research (Dennis Gannon, Indiana University, USA) (SERVICES2015-7007) (07/01 Wednesday, 14:10-15:20; Hudson Theatre) Abstract: The sciences are currently undergoing a fundamental transition due to the avalanche of data that is 12 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA generated by instruments, simulations, on-line archives and social media. The impact of the data revolution is now seen in every academic discipline. Cloud computing and many big data processing techniques were originally invented to manage the data challenges faced by the Internet companies. These challenges ranged from email services to Internet search. An important outcome of these data analysis challenges has been a revolution in massive scale machine learning. These advances have enabled automatic natural language translation powerful computer image understanding and deep semantic analysis of text. In addition the cloud software stack has evolved to be highly software defined around networks, containers and swarms of microservices. These technologies are now critical tools for many research communities. Life Science, environmental science and urban informatics have been early adopters of cloud and machine learning technologies. This talk presents an overview of the current cloud stack and discusses examples of how science is evolving because of these advances. About the Speaker: Dr. Dennis Gannon is Professor Emeritus in the School of Informatics and Computing at Indiana University. From 2008 until he retired in 2014 Dennis Gannon was with Microsoft Research, most recently as the Director of Cloud Research Strategy. In this role he helped provide access to Azure cloud computing resources to over 300 projects in the research and education community in the U.S., Europe, Asia, South America and Australia. His previous roles at Microsoft include directing research as a member of the Cloud Computing Research Group and the Extreme Computing Group. From 1985 to 2008 Gannon was with the Department of Computer Science at Indiana University where he was Science Director for the Indiana Pervasive Technology Labs and, for seven years, Chair of the Department of Computer Science. In 2012 he received the President’s Medal for his service to Indiana University. His research interests include cloud computing, large-scale cyberinfrastructure, programming systems and tools, distributed computing, parallel programming, data analytics and machine learning, computational science, problem solving environments and performance analysis of scalable computer systems. His publications include more than 200 refereed articles and three co-edited books. Gannon received his PhD in computer science from the University of Illinois Urbana-Champaign and a PhD in mathematics from the University of California, Davis. IEEE 2015 ICWS/SCC/CLOUD/BigDataCongress/MS/ SERVICES Plenary Panel Sessions Plenary Panel 1: The Arc of Research Activity in Key Areas of Services Computing (SERVICES2015-7008) (06/28 Sunday, 13:35-14:45; Hudson Theatre) Moderators: John Miller, University of Georgia USA; Hong Zhu, Oxford Brookes University, UK Panelists: Elisa Bertino, Purdue University, USA Ling Liu, Georgia Tech, USA Manish Parashar, Rutgers University, USA Abstract: The 2015 International Conference on Web Services (ICWS) has introduced Research Areas to better focus the review and presentation processes of the conference. This also enables a better view of the arc of research activities/themes for each of the areas. This year there are seven research areas and four of them will be highlighted in this panel. The purpose of the panel is to define the area, indicate how far it as come and project its arc of research activity into the future. Specifically, the following areas are highlighted in this panel: (1) Services Security and Privacy, including trust and access control, (2) Services Applications beyond Web, 13 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA including cloud services and big data, (3) Services Composition, including scalability and dynamicity issues, and (4) Service Oriented Software Engineering, from design to testing. Each of the panel participants, listed below in alphabetical order, will highlight one of the areas. About the Moderators: John A. Miller is a Professor of Computer Science at the University of Georgia. He has been the Graduate Coordinator for the department for 9 years and is currently the Associate Head. His research interests include (i) Modeling & Simulation, (ii) Web Services/Workflow, (iii) Database Systems, and (iv) Bioinformatics. Dr. Miller received a B.S. in Applied Mathematics from Northwestern University in 1980 and an M.S. and Ph.D. in Information and Computer Science from the Georgia Institute of Technology in 1982 and 1986, respectively. As part of his co-operative undergraduate education program, he worked as a Software Developer at the Princeton Plasma Physics Laboratory. In his areas of interest, Dr. Miller has authored of over 175 research papers. He is an Associate Editor for the ACM Transactions on Modeling and Computer Simulation, SIMULATION: Transactions of the Society for Modeling and Simulation International, and previously IEEE Transactions on Systems, Man and Cybernetics as well as an Editorial Board Member for the Journal of Simulation and International Journal of Simulation and Process Modelling. He has been the General/Program Chair of the following research conferences: ANSS 1993, ACM-SE 2001, WSC 2014 and ICWS 2015. Hong Zhu obtained his BSc, MSc and PhD degrees in Computer Science from Nanjing University, China, in 1982, 1984 and 1987, respectively. He worked at Nanjing University as a Lecturer from August 1987 to December 1988, Associate Professor from January 1989 and then Full Professor from March 1996 to November 1998. From October 1990 to December 1994, Dr. Zhu was a research fellow at Brunel University and the Open University, UK, while on leave from Nanjing University. He joined Oxford Brookes University, UK, in November 1998 as a Senior Lecturer in Computing and became a Professor of Computer Science in October 2004. Dr. Zhu now chairs the Applied Formal Methods Research Group of the Department of Computing and Communication Technologies. He is a senior member of IEEE Computer Society, a member of British Computer Society, ACM, China Computer Federation, and China Artificial Intelligence Association. His research interests are in the area of software engineering including software development methodology, software testing, agent technology, automated software development tools, etc. Prof. Zhu has published more than 180 research papers in journals and international conferences and 2 books. He has been a general chair/program committee chair of SOSE 2012, 2013, MobileCloud 2014, and ICWS 2015, etc. He is a member of the editorial board of Software Testing, Verification and Reliability, Software Quality Journal, International Journal of Big Data Intelligence, and the International Journal of Multi-Agent and Grid Systems. He won a number of prizes in China for his research, which include the Premier’s Award of Distinguished Young Scientists in China awarded by the National Natural Science Foundation of China in 1996, and Chang Jiang Scholar Professorship by the Ministry of Education of China in 2000. About the Panelists: Elisa Bertino joined Purdue University in January 2004 as professor in Computer Science and research director at CERIAS. Her research interests cover many areas in the fields of information security and database systems. Her research combines both theoretical and practical aspects, addressing applications on a number of domains, such as medicine and humanities. Current research includes: access control systems, secure publishing techniques and secure broadcast for XML data; advanced RBAC models and foundations of access control models; trust negotiation languages and privacy; data mining and security; multistrategy filtering systems for Web pages and sites; security for grid computing systems; integration of virtual reality techniques and databases; and geographical information systems and spatial databases. Professor Bertino serves or has served on the editorial boards of several journals - many of which are related to security, such as the ACM Transactions on Information and System Security, the IEEE Security & Privacy Magazine, and IEEE Transactions on Dependable and Secure Computing. She has served as program chair of the 36th International Conference on Very Large Data Bases (VLDB 2010). Professor Bertino is a Fellow of the Institute of Electrical and Electronics Engineers and a Fellow of ACM. She received the IEEE Computer Society Technical Achievement award in 2002 for outstanding contributions to database systems and 14 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA database security and advanced data management systems, and received the 2005 Tsutomu Kanai Award by the IEEE Computer Society for pioneering and innovative research contributions to secure distributed systems. She is currently serving in the IEEE Computer Society Board of Governors and as Chair of ACM SIGSAC. Ling Liu is a Professor in the College of Computing at Georgia Institute of Technology. There she directs the Distributed Data Intensive Systems Lab, working on systems performance, availability, security and privacy in data intensive systems, ranging from service oriented computing and architectures, big data systems and technology, cloud computing, social computing, mobile services, to Internet systems and services. Professor Liu has published over 300 international journal and conference articles, and her research group has produced a number of open source software systems. She is a recipient of the IEEE Computer Society Technical Achievement Award in 2012, an Outstanding Doctoral Thesis Advisor award from Georgia Institute of Technology and numerous best paper awards, including ICDCS, WWW, ICWS, IEEE Cloud. In addition to services as General chair and PC Chair of numerous IEEE and ACM conferences, Professor Liu has served on the editorial boards of many international journals. Currently Professor Liu is the Editor in Chief of the IEEE Transactions on Service Computing and a member of the steering committee of IEEE International Conference on Data Engineering (ICDE). Professor Liu's current research is primarily sponsored by NSF, IBM and Intel. Manish Parashar is Professor of Computer Science at Rutgers University. He is also the founding Director of the Rutgers Discovery Informatics Institute (RDI2). His research interests are in the broad areas of Parallel and Distributed Computing and Computational and Data-Enabled Science and Engineering. Manish serves on the editorial boards and organizing committees of a large number of journals and international conferences and workshops, and has deployed several software systems that are widely used. He has also received a number of awards and is Fellow of AAAS, Fellow of IEEE/IEEE Computer Society and ACM Distinguished Scientist. For more information please visit http://parashar.rutgers.edu/. Plenary Panel 2: Big Data and IoT (SERVICES2015-7009) (06/28 Sunday, 16:15-17:25; Hudson Theatre) Moderator: Tony Shan, Chief Technologist Panelists: Cristian Sturek, Founder of IoT.do and InteliAthlete Corp Dan Daogaru, General Manager of IoT at Hortonworks Jason Kolb, CTO at Uptake Tom Gilley, Founder & CTO of wot.io Abstract: 40 billion devices are predicted to be on the Internet by 2020, according to ABI Research. The Big Data volume is projected by IDC to reach 40 Zettabytes in 2020. The forecast of IoT market will be $7.1 trillion by 2020 in an IDC’s study. This unprecedented growth of data from connected devices brings a lot of issues and obstacles in the disruptive evolution. What is the relationship between of Big Data and IoT? Are all connected devices producing and consuming Big Data? What new breed of applications and platforms will be created? How can we handle the architecture concerns? Are there different requirements for data at rest and data in motion solutions? How can cloud-centric Big Data technologies transcend to the edge? What will be the next trends? How will the combination of Big Data and connected devices shape the next paradigm? A holistic and disciplined approach is mandatory to deal with these challenges. The industry gurus and field practitioners on this panel will share their perspectives, experience, insights and advice with forward-thinking views and practical forecasts for the next 5 years. About the Moderator: Tony Shan is a renowned thought leader and innovative visionary with decades of field experience and guru-level expertise on cutting-edge enterprise computing technologies. He has directed and advised the pragmatic lifecycle design of large-scale award-winning distributed systems on diverse platforms in 15 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Fortune 500 companies and public sector organizations like IBM, Apple, Cisco and Bank of America. He is a regular speaker and organizer in preeminent conferences, a book author, an editor/editorial advisory board member of IT research journals, and a founder of several user groups and forums. About the Panelists (in alphabetic order of first name): Cristian Sturek is the co-founder of InteliAthlete Corp, an IoT sensors based Machine Learning and Big Data analytics startup helping athletes reach their maximum potential. He also cofounded the IoT.do - Internet of Things online marketplace. He first fell in love with data while serving in the Marine Corps in the mid-90s. Since then, he built an auction platform for Pepsi, managed real estate listings for Realtor.com, built an online art gallery, analyzed credit card transactions for a First Data subsidiary and real estate property information for First American Corporation. Most recently he was the head of Information Technology for an IoT healthcare startup that detects soft-tissue injuries. Dan Daogaru is an engineer turned executive, and an industry leader in the Internet of Things (IoT). Currently the General Manager of IoT at Hortonworks, Dan helps organizations develop their Big Data strategies around their IoT applications and business initiatives. With over 17 years’ experience in the industry, Dan is also an award-winning electrical engineer with work in product design, wireless hardware development, Big Data, enterprise applications, and testing tools, receiving the Best Aftermarket Telematics Solution Award in 2002 by the Telematics Update Conference and a Design & Engineering Innovations Award from the Consumer Electronics Association in 2001. Dan is also a frequent speaker about innovation in the industry. Jason Kolb started his career by writing a programming book at the age of 14. He worked as an executive in the contact center industry mining phone and email contact data. A published author and subject matter expert on Big Data, he has published best-selling books and is the writer of a widely-followed blog. He founded one of the first Web-based analytics platforms, subsequently acquired by Cisco. At Cisco he worked as an architect leading a deep dive into emerging Big Data platforms and strategy. Most recently, he joined Uptake as CTO where he leads strategy, technology vision, architecture, and engineering. Tom Gilley is an entrepreneur and hands-on technologist, who has founded several successful technology companies. He is passionate for mobile technologies, digital media, Internet of Things (IoT), and social computing. Before founding wot.io (a data service exchange for connected device platforms) in 2014, he sold his on-demand Web media company to Vignette and acted as CTO throughout the transaction and through the company's ultimate acquisition by OpenText. He also served at Apple Computer in the Advanced Technology Group and Portable Products Group. Before and after his time at Apple, he founded several successful companies, including PicoStar, a Silicon Valley incubator-technology investment company. After traveling eastward, Tom served as a strategic adviser, investor, and technology company founder in New York City. Plenary Panel 3: Service Economics on Cloud Computing (SERVICES2015-7010) (06/29 Monday, 14:10-15:20; Hudson Theatre) Moderator: Ajay Mohindra, IBM Research, USA Panelists: Bharat Bhargava, Purdue University, USA Dennis Gannon, Indiana University, USA Michael Goul, Arizona State University, USA Nianjun Zhou, IBM T.J. Watson Research, USA Abstract: In this panel discussion, we will focus on how Cloud Computing can help in the transformation of Services Economy. Using a subscription model, Cloud Computing is transforming the IT industry from productbased economy to a service-based economy, in which we ‘buy something in need’. We are witnessing this process from the emergence of IaaS, PaaS, and SaaS. 16 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA This transformation is still far from complete. We still have many research and technology challenges that need to be solved including the interaction among services based on the value proposition of each service and service providers' ability to support specific business operations and problems. Those problems are typically less selfcontained and business-oriented. What is still remaining is to create services eco-system and assemble the services to create a sophisticated service environment that mimics the world of physical services. In this panel, we will cover but not limited to the role of the business-value driven subscription model, the services credibility and rating, the services automation and scaling, and services integration through API-centric architecture. About the Moderator: Dr. Ajay Mohindra is currently the Director, Watson Health Cloud in the IBM Watson Health unit. Previously, he was a Distinguished Research Staff Member, Master Inventor, and Senior Manager at IBM Research for in the Industries & Solutions organization. He joined as a research staff member at IBM in 1993. His research interests include cloud computing, mobile computing, micro services, and outcome based business models. He has over 25 technical publications and 33 issued patents. He has also presented tutorials at the IEEE NOMS/IM conferences on cloud technologies, and recently authored the 2015 ACM Tech Pack on Cloud Computing. For his technical contributions to IBM, he has been received several achievement awards including an Outstanding Innovation Award and Outstanding Technical Achievement Award. He holds a Ph.D. in computer science from the Georgia Institute of Technology. He is a Senior Member of IEEE. About the Panelists: Professor Bharat Bhargava a professor of computer science at Purdue University. He is conducting research in security and privacy issues in Service Oriented Architecture (SoA) and Cloud Computing. This involves identity management, trust and privacy, secure routing in internet and mobile networks and dealing with malicious hosts, adaptability to attacks, controlled data dissemination, and experimental studies. His recent work involves attack graphs for collaborative attacks. Prof. Bhargava has won six best paper awards in addition to the technical achievement award and golden core award from IEEE, and is a fellow of IEEE. He received Outstanding Instructor Awards from the Purdue chapter of the ACM in 1996 and 1998. In 2003, he was inducted in the Purdue's Book of Great Teachers. He is editor-in-chief of three journals and serves on over ten editorial boards of international journals. Professor Bhargava is the founder of the IEEE Symposium on Reliable and Distributed Systems, IEEE conference on Digital Library, and the ACM Conference on Information and Knowledge Management. Bhargava has worked extensively at research laboratories of Air Force and Navy. He has successfully completed several Darpa and Navy STTR and AFRL projects. Dr. Dennis Gannon is Professor Emeritus in the School of Informatics and Computing at Indiana University. From 2008 until he retired in 2014 Dennis Gannon was with Microsoft Research, most recently as the Director of Cloud Research Strategy. In this role he helped provide access to Azure cloud computing resources to over 300 projects in the research and education community in the U.S., Europe, Asia, South America and Australia. His previous roles at Microsoft include directing research as a member of the Cloud Computing Research Group and the Extreme Computing Group. From 1985 to 2008 Gannon was with the Department of Computer Science at Indiana University where he was Science Director for the Indiana Pervasive Technology Labs and, for seven years, Chair of the Department of Computer Science. In 2012 he received the President’s Medal for his service to Indiana University. His research interests include cloud computing, large-scale cyberinfrastructure, programming systems and tools, distributed computing, parallel programming, data analytics and machine learning, computational science, problem solving environments and performance analysis of scalable computer systems. His publications include more than 200 refereed articles and three co-edited books. Gannon received his PhD in computer science from the University of Illinois Urbana-Champaign and a PhD in mathematics from the University of California, Davis. 17 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Michael Goul is Associate Dean of Research, W.P. Carey School of Business, Arizona State University. His research and teaching bridge business intelligence/analytics and services computing. He was Co-PI on grants from Intel and American Express at the intersection of these areas, and he recently authored a case on eBay’s use of analytics for innovation. These collaborations are consistent with his focus on intelligent systems and decision support; he edited special issues and published in Decision Sciences, Decision Support Systems, the Journal of the Association for Information Systems, the Journal of Management Information Systems, Information Systems and Management, Communications of the ACM, IEEE Systems Man and Cybernetics and many others. His work in these areas led to a one-year appointment as a Distinguished University Scholar at the Clinton School of Public Service. Dr. Gueyoung Jung is a research scientist of AT&T Labs – Research. His research interests are in the areas of cloud computing, services computing, and autonomic computing. Currently, his research projects in AT&T Labs – Research are to design and develop large-scaled cloud management systems and the predictive QoS optimization for various different cloud-based services by adopting Artificial Intelligence and Data Analysis Modeling techniques. Before joining AT&T, he received his Ph.D. degree in Computer Science from Georgia Institute of Technology. He was a senior research scientist in Xerox PARC, and occasionally served as an adjunct professor at University of Rochester teaching Analytical Cloud Computing. Dr. Nianjun Zhou is a Research Staff Member (RSM) of IBM T.J. Watson Research Center. Currently, his research is in the areas of Services Computing, Cloud Computing, service pricing, SOA architecture, estimation and big data application to financial area. He is selected as a member of 2013 Best of IBM. Before IBM joining research, he led the efforts of grid computing including server grid and client grid in IBM CIO. Before joining IBM, he has been a research scientist of New York State. Dr. Zhou received his Ph.D from RPI focused on Ad Hoc/Sensor network routing overhead for variable topology network. His interesting is using different methodologies and technologies to innovate new ideas, develop new infrastructure and applications which enhance the computing resources utilities, efficiency of knowledge and information management. Beyond academic publication, Dr. Zhou has numerous patents (30+) to help convert innovation to business value. He served as the IBM Professional Interest Group Chair for Services Computing from 2010 to 2012 at IBM research. He is serving as Program Committee Co-Chair of IEEE Big Data 2013, and has severed in program communities for IEEE Cloud, ICWS and SCC for many years. Plenary Panel 4: Convergence of Cloud Computing and Big Data: Making Big Social and Human Impact (SERVICES2015-7011) (06/30 Tuesday, 16:50-18:00, Gallery) Moderator: Calton Pu, Georgia Tech, USA Panelists: Henning Schulzrinne, Columbia University, USA Peter Chen, Carnegie Mellon University, USA Bhavani Thuraisingham, University of Texas at Dallas, USA Abstract: Cloud computing is amassing unprecedented computational power and storage capability, potentially available to everyone. Big data have been gathered in many areas, particularly on human activities. Together, they are enabling applications that can and will change our lives fundamentally, in areas such as personalized healthcare and precision medicine, smart grids and transportation, cyber and physical security. Among other topics, the panel will discuss the following opportunities and challenges: The potential benefits of this convergence vs. its risks such as loss of privacy. The technical challenges in achieving these benefits vs. their ethical, legal, and social implications (ELSI) The potential benefits for the developed countries (and the Haves) vs. the potential benefits for the developing countries (and the Have Nots) About the Moderator: 18 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Calton Pu was born in Taiwan and grew up in Brazil. He received his PhD from University of Washington in 1986 and served on the faculty of Columbia University and Oregon Graduate Institute. Currently, he is holding the position of Professor and John P. Imlay, Jr. Chair in Software in the College of Computing, Georgia Institute of Technology. He has worked on several projects in systems and database research. His contributions to systems research include program specialization and software feedback. His contributions to database research include extended transaction models and their implementation. His recent research has focused on automated system management in clouds (Elba project), information quality (e.g., spam processing), and big data in Internet of Things. He has collaborated extensively with scientists and industry researchers. He has published more than 70 journal papers and book chapters, 280 conference and refereed workshop papers. He served on more than 120 program committees, including the co-PC chairs of SRDS'95, ICDE’99, COOPIS’02, SRDS’03, DOA’07, DEBS’09, ICWS’10, CollaborateCom'11, ICAC’13, CLOUD’15, and co-general chair of ICDE'97, CIKM'01, ICDE’06, DEPSA’07, CEAS’07, SCC’08, CollaborateCom’08, World Service Congress’11, CollaborateCom’12, and IEEE CIC’15. About the Panelists: Henning Schulzrinne, Levi Professor of Computer Science at Columbia University, received his Ph.D. from the University of Massachusetts in Amherst, Massachusetts. He was an MTS at AT&T Bell Laboratories and an associate department head at GMD-Fokus (Berlin), before joining the Computer Science and Electrical Engineering departments at Columbia University. He served as chair of the Department of Computer Science from 2004 to 2009, as Engineering Fellow at the US Federal Communications Commission (FCC) in 2010 and 2011, and as Chief Technology Officer and Technical Advisor at the FCC from 2012. He has published more than 250 journal and conference papers, and more than 70 Internet RFCs. Protocols co-developed by him, such as RTP, RTSP and SIP, are now Internet standards, used by almost all Internet telephony and multimedia applications. His research interests include Internet multimedia systems, ubiquitous computing, and mobile systems. He is a Fellow of the ACM and IEEE, has received the New York City Mayor's Award for Excellence in Science and Technology, the VON Pioneer Award, TCCC service award, IEEE Region 1 William Terry Award for Lifetime Distinguished Service to IEEE, the UMass Computer Science Outstanding Alumni recognition and is a member of the Internet Hall of Fame. Dr. Peter Chen is Distinguished Career Scientist at Carnegie Mellon University. International known for his Entity-Relationship (ER) model, used widely in database design, software development, and CASE tools, Peter is IEEE, ACM, and AAAS Fellow and received many prestigious awards including ACM/AAAI Allen Newell Award, IEEE Harry Goode Award, Stevens Software Award, Data Management Hall of Fame, Software Engineering Society Transformative Award, and Pan Wen-Yuan Award. He served on NSF/CISE and Air Force Scientific Advisory Committees and consultant to many organizations. He is listed in Who’s Who in the World. Bhavani Thuraisingham is the Louis A. Beecherl, Jr. DistinguishedProfessor in the Erik Jonsson School of Engineering and Computer Science at the University of Texas, Dallas (UTD) and the executive director of UTD’s Cyber Security Research and Education Institute. Her current research is on integrating cyber security, cloud computing and big data analytics. Prior to joining UTD she worked at the MITRE Corporation for 16 years including a three year stint as a Program Director at the NSF. She initiated the Data and Applications Security program at NSF and was part of the Cyber Trust theme. Prior to MITRE, she worked for the commercial industry for six years. She is the recipient of numerous awards including the IEEE CS 1997 Technical Achievement Award, the ACM SIGSAC 2010 Outstanding Contributions Award, and a 2013 IBM Faculty Award. She is a Fellow of the IEEE, the AAAS and the British Computer Society. She has published mover than 100 journal articles, more than 200 conference papers and 12 books and has delivered more than 100 keynote and invited addresses. Plenary Panel 5: Mobile and IoT Services (SERVICES2015-7012) (07/01 Wednesday, 16:50-18:00, Hudson Theatre) Moderator: Nimish Radia, Director of Research and Innovation, Ericsson Research, USA Panelists: 19 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Rong Chang, Member of IBM Academy of Technology, ACM Distinguished Engineer, Chair of IEEE Computer Society TCSVC Roberto S. Silva Filho, GE Global Research, USA Teresa Tung, Accenture Technology Labs, USA Abstract: By 2020, 50 billion+ things will be connected. Mobile and IoT Services encompassing these things will be central to the cyber-physical transformation of almost all industries such as health care, finance, connected car, transportation/logistics, digital factories, and utilities. Some of the key elements of the life cycle of these emerging Mobile and IoT Services will be the big+fast+small sensor-data-driven context-aware insights, API-defined industrial platform services and the underlying mobility-centric software defined and programmable infrastructure services. The focus of this panel is to discuss how these services would be created and composed to enable Digitization of Industries. Panel will discuss key technology requirements/trends, e.g., specific technologies for continuously delivering and operating such Mobile and IoT Services atop managed platforms/infrastructures to attain better business outcomes through process automation and new innovative experiences. The scope also includes mobility-centric human interaction & visualization paradigms with connected data/insights, industrial assets, wearables, and systems for Mobile and IoT Services. About the Moderator: Nimish Radia has more than 20 years of experience in the IT, mobile, telecom and finance industry with a strong combination of technology expertise and business acumen. Dr. Radia has proven leadership in transforming technology into multi-million dollar profitable vertical and horizontal solutions. Currently, he is Director of Research and Innovation leading Ericsson's efforts in Silicon Valley for next generation services and software in areas such as big data, social computing, and contextual user-centered solutions for networked society challenges, such as healthcare, public safety, media, and smart energy. Before joining Ericsson, he was Advanced Technology Executive at Sun for US Communications, Media, and Entertainment Sales. In that role, he led a cross-company R&D team that was accountable for creating revenue-generating solutions. Prior to Sun, he was a Senior Member of the IBM Research and Advanced Software Technology Group driving R&D projects with customers globally. Dr. Radia holds 8 patents and more than 15 invention disclosures and industry publications. About the Panelists: Dr. Rong N. Chang is with IBM Research, USA & China, developing innovative IoT Cloud services and helping a leading mobile service provider in China evolve its IoT service platform. He is a member of and his research encompasses the areas of distributed computing, enterprise clouds, and service management optimization. As the IEEE Technical Committee Chair on Services Computing, he has created the Open Data And Benchmarking Initiative (ODABI) to facilitate industrial services R&D. He received his Ph.D. degree from the University of Michigan, USA and his B.S. degree from the National Chiao Tung University, Taiwan. Before joining IBM, he was with Bellcore researching on personal ubiquitous application services for B-ISDN clouds. He is the editorin-chief of the International Journal of Cloud Computing and an associate editor of the IEEE Transactions on Services Computing and the International Journal of Services Computing. He co-authored more than 20 patents and 40 refereed technical papers. He is a General Chair of the 2015 IEEE World Congress on Services, a Distinguished Engineer of ACM, and Chair of the SLA subgroup of IEEE P2302 Working Group (Intercloud). Roberto S. Silva Filho is a Lead Scientist at Collaboration and Mobility Lab at GE Global Research where he currently works on the research and development of novel mobile applications and platforms for field workers at GE. In the past, he worked at Siemens Corporate Research in the areas of Software Engineering, Model-based Testing and UI design, and at IBM Research at the collaborative user experience group. He received a Ph.D. in Information and Computer Sciences from the department of Informatics at UC, Irvine at 2009, and M.S. and B.S. degrees in Computer Engineering at 2000 and 1997 respectively from the University of Campinas, Brazil. Dr. Silva Filho is the author more than 40 publications in the areas of Groupware, CSCW, Middleware and Software Engineering. Teresa Tung is a senior manager at Accenture Technology Labs responsible for taking the bestof-breed next-generation software architecture solutions from industry, start-ups, and academia, and for evaluating their impact on Accenture's clients through building experimental prototypes 20 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA and delivering pioneering pilot engagements. Recently Teresa leads R&D on platform architecture for Internet of Things working on real-time streaming analytics, semantic modeling, data virtualization, and infrastructure automation for Accenture’s industry platforms like Accenture Digital Connected Products and Accenture Analytics Insights Platform. Teresa holds a Ph.D. in Electrical Engineering and Computer Science from the University of California at Berkeley. 21 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA IEEE 2015 ICWS/SCC/CLOUD/BigDataCongress/MS/ SERVICES Tutorials Tutorial 1: Utilizing Solution DevOps Over Cloud (SERVICES2015-7013) Minkyong Kim, Matt Callery, IBM T.J. Watson Research, USA (06/27 Saturday, 9:00-17:10; Room 4.11) Abstract: DevOps is an emerging paradigm defined as a set of best practices that enable developers to get new ideas into the hands of customers in days or weeks, get customers to use it, and reduce time to customer feedback. It is increasing being adopted by enterprises as a way to stay competitive in the marketplace. In IBM Cloud environment, the Solutions are delivered to clients either by dedicated instances on SoftLayer or through APIs accessible from IBM BlueMix. Cloud Foundry is the industry’s Open Platform-as-a-Service (PaaS) environment that provides a choice of clouds, frameworks and application services. Bluemix is IBM’s PaaS Cloud offering using Cloud Foundry and running on SoftLayer. Bluemix aims to be much easier to deploy, run and scale applications. IBM Research is also developing a platform of services to support the provisioning, monitoring and maintenance of these innovative solutions deployed over dedicated instances of SoftLayer. The technology stack supporting the platform includes but is not limited to Softlayer, OpenStack, UrbanCode Deploy, UrbanCode with Patterns, Chef, Jenkins, and Git. In this tutorial, we will describe the technology behind DevOps, both as a methodology and tools, to develop and deploy solutions over Cloud. We will cover the Bluemix architecture and user experience of using services. We will go through the entire process from developing an app against the given service API to uploading, binding, running, and monitoring the application in Bluemix environment. For the dedicated instances, we will cover the real business solution deployment and sample problem scenario and show the DevOps can speed up solution deployment. Finally, we will illustrate the ideas with hands on exercises and live demos showcasing both the platforms and some key research solution innovations. About the Speakers: Minkyong Kim is a research staff member at IBM T.J. Watson Research Center, New York. Dr. Kim is working in Cloud Computing, and her research interests include distributed systems, Mobile Computing, and Pervasive Computing. She has been actively involved in developing analytics services for Bluemix. She is also working on monitoring and analyzing logs of Bluemix environment. She received her B.S. and M.S. in Computer Engineering from Seoul National University in 1996 and 1998, respectively. She received her Ph.D. in Computer Science and Engineering from the University of Michigan in 2004 and worked as a postdoctoral research fellow at Dartmouth College for two years, prior to joining IBM in 2006. Matt Callery is a Senior Research Software Engineer and Architect in the Industries and Solutions team at the IBM T.J. Watson Research Center in Yorktown Heights NY. Mr. Callery has been leading the initiative of Cloud Solution Automation for IBM’s Services efforts and enabling the deployment of various research projects involving education, workforce analysis and text analytics. He also champions the efforts of creating IBM service catalog for Cloud markets. Mr Callery has worked for IBM for over 25 years, including time with IBM’s Services, Education, Internet, Software and Research Divisions. He has many patents filed in different IT areas. 22 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Tutorial 2: Contextualized Data Virtualization: Rethinking Enterprise Data Management for Cloud Computing (SERVICES2015-7014) Teresa Tung, Karthik Gomadam, Kunal Taneja, Qian Zhu Accenture, USA (06/27 Friday, 9:00-12:20; Room 4.02/4.03) Abstract: Enterprise data problems commonly include data inconsistency, lack of portability, and staleness. These problems stem from there being 1) multiple versions of the same data, 2) ad-hoc approaches to addressing change in data requirements, and 3) lack of a formal structure to extend object schemas. To address these issues current approaches largely rely on fixed data schemas and well-documented processes for ETL. These mechanisms work well when so long as data sources are fixed and consuming use cases for data do not change much. But in a data-driven world there is the need to incorporate fresh data sources and to address emerging use cases beyond what was initially imagined. There is need to take advantage of new storage technologies that allow for bespoke performant tradeoffs results in the same data or its attributes being housed across a number of platforms. The result is a constantly shifting set of data requirements where the conventional approaches to ETL and data management are proving to fall short. For example, consider a large cable company that has entertainment data regarding movies and TV shows along with information about their broadcast times, trailers and posters, actors and directors, subtitles, and cost. In this scenario, the data about actors and directors is denormalized data in their representation and do not change often. The program guide information that contains broadcast times is timeseries data in representation and is subject to updates and changes. Posters and trailers are BLOBs in representation, while the cost and billing information are transactional. With the emergence of cloud computing and newer storage technologies, data lakes have emerged as another possibility. In this tutorial, we present an alternative approach for modeling, processing, and managing data. The approach leverages on domain models for representing various facets of data and its attributes, including their representation type, their relationship to other objects in the domain, and to the optimal infrastructure for storing and managing them. These domain models are then tied to a pipeline based data processing architecture developed using Google Data Flow and Apache Spark. At the storage layer, we employ data virtualization to store and query data across content optimized stores. We will discuss our work on using knowledge graphs to enable contextual data virtualization in detail, including demos and code samples. About the Speakers: Teresa Tung is a senior manager at Accenture Technology Labs responsible for taking the best-of-breed nextgeneration software architecture solutions from industry, start-ups, and academia, and for evaluating their impact on Accenture's clients through building experimental prototypes and delivering pioneering pilot engagements. Recently Teresa is focused on Internet of Things working on real-time streaming analytics, semantic modeling, and infrastructure automation for Accenture’s industry platforms like Accenture Digital Connected Products and Accenture Analytics-as-a-Service. Teresa holds a Ph.D. in Electrical Engineering and Computer Science from the University of California at Berkeley. Karthik Gomadam is an associate R and D principal in the Infrastructure and Systems group at Accenture Technology Labs, San Jose. His primary interests lie in the areas of Data Integration, Data architecture, and Semantic Web. At Accenture, Karthik has focused on a variety of data problems including Data enrichment, Unstructured Data analysis in Healthcare, Quantified Self, and metadata driven Data architectures. Karthik got his Ph.D from the Kno.e.sis center at Wright State University in 2009. He attended the University of Georgia from 2002 to 2007. He has authored over 40 peer reviewed research articles in top academic and industry conferences, has been awarded 4 patents and his work has been prominently mentioned in leading national and technical publications including the New York Times, USA Today, BBC, Nature BioTechnology, Mashable, and SemanticWeb.com. Kunal Taneja is an associate R and D principal in the Infrastructure and Systems group at Accenture Technology Labs. His current focus is in big data architecture and analytics. He received his MS and PhD in Computer Science in 2009 and 2013, respectively from North Carolina State University. During his PhD, his primary focus was in software engineering with a primary goal to develop techniques that can help in delivering high-quality software. He has published more than 15 papers at premium conferences and journals. He is a member of the ACM and the IEEE Computer Society and has served as a reviewer in reputable conferences and journals. Qian Zhu is a researcher at Accenture Technology Labs. She received her MS and PhD in Computer Science and Engineering in 2008 and 2010 respectively from the Ohio State University. Qian has published more than 25 papers at top conferences and journals. Her research interests include big data analytics, cloud infrastructure and data steam processing. 23 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Tutorial 3: Prediction of Machine Data in Wireless Communications for Cross Layer Optimization (SERVICES2015-7015) Zulfiquar Sayeed, Bell Labs, USA (06/27 Friday, 13:30-17:10; Room 4.02/4.03) Abstract: With the future of wireless technologies leading to heterogeneous 5G wireless technologies, it appears that there will be several licensed, semi-licensed, and un-licensed options available. However, the consensus appears that the user requirements are the most critical in the drive towards the future. We envision several data-analytic methodologies that enable superior end-user application experience. Today the higher protocol layers do not communicate with the lower wireless layers. LTE layer 1 and 2 share no information with the higher layers, by design and/or vendor and service provider policies. However, those layers are rich in machine data that enable insight into the application’s performance. We identify, and devise new metrics at the wireless layers such that their predictions yield capabilities for the Application and Transport layers to optimize their behaviors given the machine metrics of the lowest layers. In this tutorial we present the background of the wireless metrics, show how we devise new metrics of interest, and apply data-analytics tools to predict the network state into the future. We show sample traces where the network knowledge can enable Over-the-top applications to yield better quality of service. Such capabilities become more critical in the future heterogeneous 5G suite of technologies. About the Speaker: Dr. Zulfiquar Sayeed was born in Dhaka, Bangladesh. He received the B.S. in electrical engineering from the California Institute of Technology in 1990, the M.S. and Ph.D. degrees in electrical engineering from the University of Pennsylvania in 1993 and 1996, respectively. He also holds a B.A. in Liberal Arts from Ohio Wesleyan University. He has been with Bell Laboratories, Alcatel-Lucent since 1997. He is currently involved in Predictive Content Services for Wireless Communications. He was previously involved with network modeling, algorithm development, simulation, and performance analysis of wireless systems. He was a key contributor to the system architecture and algorithm development of a state-of-the-art CD quality satellite digital audio radio system that is now fully operational. Dr. Sayeed holds 25 U.S. patents and has 12 pending applications. Tutorial 4: Vehicle-Centric View of Information and Communication Technologies (SERVICES2015-7017) Onur Altintas, Toyota InfoTechnology Center, Japan (06/27 Friday, 9:00-12:20; Room 4.04/4.05) Abstract: Vehicular networking serves as one of the most important enabling technologies required to implement a myriad of applications related to vehicles, vehicle traffic, drivers, passengers and pedestrians. This tutorial will start with reviewing the whats and whys of the vehicular networking followed by a look into applications and use cases of vehicular networking. We will give an overview of the standardization activities and cover the communication protocol design as well as the deployment plans. We will also talk about autonomous vehicles along with the issues surrounding them. Finally we will discuss regarding vehicles serving as part of the information and communication infrastructure and give examples of this new paradigm. About the Speaker: Onur Altintas is a Fellow of Toyota InfoTechnology Center, Co. Ltd, in Tokyo. From 1999 to 2001 he was with Toyota Motor Corporation and from 2001 to 2004 he was with Toyota InfoTechnology Center USA, and was also a visiting researcher at Telcordia Technologies between 1999 and 2004. He is the co-founder and general co-chair of the IEEE Vehicular Networking Conference (IEEE VNC). He is an IEEE Vehicular Technology Society Distinguished Lecturer. Tutorial 5: Big Data Practices in Tencent (SERVICES2015-7018) Jinpo Gao and Yading Yue, Tencent Inc., China (06/27 Friday, 13:30-17:10; Room 4.04/4.05) Abstract: Tencent Inc. owns an enormous amount of data collected from users’ subscriptions and behaviors on 24 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA the social network QQ. In this presentation, we introduce some typical examples of our data exploration and utilizations, such as the fundamental understanding of users and communities and their interactions, traffic density monitoring, location decisions of retailers, people migration patterns, disaster assessment, holidays consumptions, regional economy trends, user’s credit rating, personalized recommendation of friends and communities, composite revenue maximization and user experience enhancement, etc. Then we list our problem formulations from business perspectives, research directions and technical problems we face, and new approaches that we are testing, which may interest both industrial and academic researchers. Jinpo Gao is a Senior Data Analyst in Department of Social Networks Operation, Tencent Inc. With 10 years of data analysis experience in internet and telecommunication industry, participated in large number of projects in social networking services, social communication, product pricing, marketing research, call center management, etc. Recently focus on the city's crowd congestion and location-based social network research. He received Master of Applied Economics (2005, China). Yading Yue is an Expert Researcher in Department of Social Networks Operation, Tencent Inc., also a Chief Member of research track in Career Stage Assessment Committee of Tencent, a Counseling Data Miner de facto in the company; Visiting Research Fellow of Communication University of China; Member of Shenzhen Municipal Sci. & Tech. Experts Committee. Since 1997, he initiated or supervised numerous data mining projects in financial, telecommunication and internet industry, categorized as user profiling, customer relationship management, online advertising, recommender system, fraud detection, KPI forecasting, etc., in which hybrid solutions using different techniques from machine learning, simulation, and optimization were applied for better project performance. His recent interests include (unexplored) problem formulation, adaptation of academic research results, and summarization of best practices. He received his Ph.D. in Structural Mechanics (1992, China), M. Sc. in Computer Science (2002, USA). 25 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Twenty First International Conference on Web Services (ICWS 2015) ICWS Research Track Topic I: Services Composition Research Session 1: Theory Applied to Composition (06/28 Sunday, 8:15-9:15; 4.11) Session Chair: John Miller, University of Georgia, USA Stabilising Performance in Cloud Services Composition Using Portfolio Theory (ICWS2015-1001) Faisal Alrebeish (University of Birmingham, UK) Rami Bahsoon (University of Birmingham, UK) A Scalable and Approximate Mechanism for Web Service Composition (ICWS2015-1002) Soumi Chattopadhyay (Indian Statistical Institute Kolkata, India) Ansuman Banerjee (Indian Statistical Institute Kolkata, India) Nilanjan Banerjee (IBM Research India) Formal Behavioral Modeling for Verifying SCA Composition with Event-B (ICWS2015-1003) Aida Lahouij (Monastir University Tunisia) Lazhar Hamel (Sfax University, Tunisia) Mohamed Graiet (Monastir University, Tunisia) Research Session 2: Qos Based Composition (06/28 Sunday, 12:30-13:30; 4.11) Session Chair: Hong Zhu, Oxford Brookes University, UK Set-based Bi-level Optimisation for QoS-aware Service Composition in Ubiquitous Environments (ICWS2015-1004) Nebil BEN MABROUK (Inria FR) Nikolaos GEORGANTAS (Inria FR) Valérie ISSARNY (Inria FR) A Collaborative Approach to Predicting Service Price for QoS-Aware Service Selection (ICWS2015-1005) Puwei Wang (China) Anup K. Kalia (China) Munindar P. Singh (China) A QoS and Trust Prediction Framework for Context-Aware Composed Distributed Systems (ICWS20151006) Dimuthu U. Gamage (IUPUI US) Lahiru S. Gallage (IUPUI US) Rajeev R. Raje (IUPUI US) Research Session 3: Time Aware Composition (06/28 Sunday, 14:55-15:55; 4.11) Session Chair: Neil Ernst, Carnegie Mellon University, USA Predicting Dynamic Requests Behavior in Long-term IaaS Service Composition (ICWS2015-1007) Sajib Mistry (RMIT University Australia) Athman Bouguettaya (RMIT University Australia) Hai Dong (RMIT University Australia) Kai Qin (RMIT University Australia) Self-adaptive Volunteered Services Composition through Stimulus- and Time-awareness (ICWS2015-1008) Abdessalam Elhabbash (University of Birmingham, UK) Rami Bahsoon (University of Birmingham, UK) Peter Tino (University of Birmingham, UK) Peter R. Lewis (Aston University, UK) Heuristic Based Time-aware Service Selection Approach (ICWS2015-1009) Ikbel Guidara (Univ de Toulouse, France) Nawal Guermouche (LAAS-ChinaRS, INSA of Toulouse FR) Tarak Chaari (University of Sfax, Tunisia) Said Tazi (University de Toulouse, France) Mohamed Jmaiel (University of Sfax, Tunisia) Research Session 4: Composition Tools (06/29 Monday, 8:15-9:15; 4.11) Session Chair: M. Brian Blake, University of Miami, USA SPL-TQSSS: A Software Product Line Approach for Stateful Service Selection (ICWS2015-1010) Nadia Gamez (University of Malaga ES) Joyce El Haddad (University of Paris-Dauphine FR) Lidia Fuentes (University of Malaga ES) Using WADL Specifications to Develop and Maintain Rest Client Applications (ICWS2015-1011) Marios Fokaefs (University of Alberta CA) Eleni Stroulia (University of Alberta CA) 26 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Climate Analytics Workflow Recommendation as a Service – Provenance-driven Automatic Workflow Mashup (ICWS2015-1012) Jia Zhang (Carnegie Mellon University - Silicon Valley US) Wei Wang (Carnegie Mellon University - Silicon Valley US) Chris Lee (Carnegie Mellon University - Silicon Valley US) Xing Wei (Carnegie Mellon University - Silicon Valley US) Seungwon Lee (JPL US) Lei Pan (JPL US) Tsengdar Lee (NASA US) Topic II: Services Applications beyond Web Research Session 5: Cloud Services (06/29 Monday, 9:25-10:25; 4.11) Session Chair: Carlo Ghezzi, Politecnico di Milano, Italy Location Analytics as a Service: Providing Insights for Heterogeneous Spatiotemporal Data (ICWS20151013) Bersant Deva (Technische Universität Berlin DE) Peter Ruppel (Technische Universität Berlin DE) Integrator: An Architecture for an Integrated Cloud/On-Premise Data-Service (ICWS2015-1014) Avraham Leff (IBM Research US) James Rayfield (IBM Research US) COSS: Content-based Subscription as an IoT Service (ICWS2015-1015) Yaoliang Chen (IBM China Research Laboratory China) Jingjing Wang (Xiamen University China) Hongwei Wang (University of Illinois at Urbana-Champaign) Sheng Huang (IBM Research China China-) Chen Lin (Xiamen University China) Research Session 6: Using Graph Analytics (06/29 Monday, 13:00-14:00; 4.11) Session Chair: Ephraim Feig, USA A Diffusion Model with Constant Source and Sinks for Social Graph Partitioning (ICWS2015-1016) Xin Zhang (Tsinghua University, China) Zhihu Wang (IBM Research - China) Chunyang Ma (IBM Research - China) Ning Duan (IBM Research - China) CrowdTrust: A Context-Aware Trust Model for Workers Selection in Crowdsourcing Environments (ICWS2015-1017) Bin Ye (Macquarie University Australia) Yan Wang (Macquarie University Australia) Ling Liu (Georgia Institute of Technology US) Mapping Elements with the Hungarian Algorithm: An Efficient Method for Querying Business Process Models (ICWS2015-1018) Bin Cao (Zhejiang University of Technology China) Jiaxing Wang (Zhejiang University of Technology China) Jing Fan (Zhejiang University of Technology, China) Jianwei Yin (Zhejiang University, China) Topic III: Services QoS Management Research Session 7: QoS Management (06/29 Monday, 15:30-16:30; 4.11) Session Chair: Yan Wang, Macquarie University, Australia Linked USDL Agreement: Effectively Sharing Semantic Service Level Agreements on the Web (ICWS2015-1019) José María García (University of Seville, Spain ES) Carlos Pedrinaci (The Open University, UK) Manuel Resinas (University of Seville, Spain) Jorge Cardoso (University of Coimbra, Portugal) Pablo Fernández (University of Seville, Spain) Antonio Ruiz-Cortés (University of Seville, Spain ES) A Novel QoS Monitoring Approach Sensitive to Environmental Factors (ICWS2015-1020) Pengcheng Zhang (Hohai University, Nanjing, China) Yuan Zhuang (Hohai University, China) Hareton Leung (Hong Kong Polytechnic University, China) Wei Song (Nanjing University of Science and Technology , China) Yu Zhou (Nanjing University of Aeronautics and Astronautics, China) Extracting, Ranking, and Evaluating Quality Features of Web Services through User Review Sentiment Analysis (ICWS2015-1021) Xumin Liu (Rochester Institute of Technology US) Arpeet Kale (Rochester Institute of Technology US) Javed Wasani (Rochester Institute of Technology USA) Chen Ding (Ryerson University,Canada) Qi Yu (Rochester Institute of Technology US) 27 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Research Session 8: QoS Prediction (06/30 Tuesday, 8:15-9:15; 4.11) Session Chair: Srividya Bansal, Arizona State University, USA QoS Prediction of Web Services Based on Two-phase K-means Clustering (ICWS2015-1022) Chen Wu (Zhejiang University China) Weiwei Qiu (Zhejiang University China) Zibin Zheng (The Chinese University of Hong Kong, China) Xinyu Wang (Zhejiang University China) Xiaohu Yang (Zhejiang University, China) A Learning Approach to the Prediction of Reliability Ranking for Web Services (ICWS2015-1023) Wei Xiong (Wuhan University, China) Bing Li (Wuhan University, China) Rong Yang (Wuhan University, China) Peng He (Wuhan University, China) Location-based Web Service QoS Prediction via Preference Propagation for Improving Cold Start Problem (ICWS2015-1024) Kwangkyu Lee (KAIST, Korea) Jinhee Park (KAIST KR) Jongmoon Baik (KAIST, Korea) Topic IV: Services Discovery and Recommendation Research Session 9: Service Recommendation I (06/30 Tuesday, 9:25-10:25; 4.11) Session Chair: Liping Zhao, The University of Manchester, UK Incorporating User, Topic, and Service Related Latent Factors into Web Service Recommendation (ICWS2015-1025) Xumin Liu (Rochester Institute of Technology, US) Isankumar Fulia (Rochester Institute of Technology,USA) WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining (ICWS2015-1026) Liang Chen (Zhejiang University, China) Qi Yu (Rochester Institute of Technology, USA) Jian Wu (Zhejiang University, China) Learning Sparse Functional Factors for Large-scale Service Clustering (ICWS2015-1027) Qi Yu (RIT US) Hongbing Wang (Southeast University, China) Liang Chen (Zhejiang University, China) Research Session 10: Service Discovery (06/30 Tuesday, 13:00-14:00; 4.11) Session Chair: Frank Siqueira, Federal University of Santa Catarina, Brazil Clustering Service Networks with Entity, Attribute and Link Heterogeneity (ICWS2015-1028) Yang Zhou (Georgia Institute of Technology US) Liu Ling (Georgia Institute of Technology US) Kisung Lee (Georgia Institute of Technolog US) Xianqiang Bao (Georgia Institute of Technology USA) Palanisamy Balaji (University of Pittsburgh US) Emre Yigitoglu (Georgia Institute of Technology USA) Qi Zhang (Georgia Institute of Technology USA) Accelerated Sparse Learning on Tag Annotation for Web Service Discovery (ICWS2015-1029) Wei Lo (Zhejiang University China) Jianwei Yin (Zhejiang University, China) Zhaohui Wu (Zhejiang University, China) Enhanced Service Discovery via Shared Context in a Distributed Architecture (ICWS2015-1030) Mehdi Khouja (University of Gabes, Tunisia TN) Carlos Juiz (University of the Balearic Islands, Spain ES) Research Session 11: QoS Based Discovery (07/01 Wednesday, 8:15-9:15; 4.11) Session Chair: Mehdi Khouja, Université de Gabès, Tunisie Web Service Recommendation Based on Time Series Forecasting and Collaborative Filtering (ICWS20151031) Yan Hu (ISCAS) Qimin Peng (ISCAS) Xiaohui Hu (ISCAS) Rong Yang (Hubei University of Science and Technology, China) A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation (ICWS 2015-1032) Jieming Zhu (The Chinese University of Hong Kong, China) Pinjia He (The Chinese University of Hong Kong, China) Zibin Zheng (The Chinese University of Hong Kong , China) Michael R. Lyu (The Chinese University of Hong Kong , China) Predicting QoS Values via Multi-Dimensional QoS Data for Web Service Recommendations (ICWS20151033) You Ma (China) Shangguang Wang (China) Fangchun Yang (China) Rong Chang (US) Research Session 12: Service Recommendation II (07/01 Wednesday, 13:00-14:00; 4.11) 28 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Session Chair: Jia Zhang, Carnegie Mellon University – Silicon Valley, USA Service Recommendation for Mashup Creation Based on Time-aware Collaborative Domain Regression (ICWS2015-1034) Bing Bai (Tsinghua University China) Yushun Fan (Tsinghua University, China) Keman Huang (Tianjin University, China) Wei Tan (IBM T.J. Watson Research Center US) Bofei Xia (Tsinghua University, China) Shuhui Chen (Tsinghua University, China) Service Recommendation for Mashup Composition with Implicit Correlation Regularization (ICWS20151035) Lina Yao (The University of Adelaide Australia) Xianzhi Wang (The University of Adelaide Australia) Quan Z. Sheng (The University of Adelaide AU) Wenjie Ruan (The University of Adelaide Australia) Wei Zhang (The University of Adelaide Australia) Modeling Temporal Effectiveness for Context Aware Web Services Recommendation (ICWS2015-1036) Xiaoliang Fan (Lanzhou University, China) Yakun Hu (Lanzhou University, China) Ruisheng Zhang (Lanzhou University, China) Wenbo Chen (Lanzhou University, China) Patrick Brezillon (University Pierre and Marie Curie,France) Topic V: Services Security and Privacy Research Session 13: Service Privacy (07/01 Wednesday, 15:30-16:30; 4.11) Session Chair: Elena Ferrari, University of Insubria at Como, Italy K-Anonymity Based Approach for Privacy-Preserving Web Service Selection (ICWS2015-1037) Nariman Ammar (WSU US) Zaki Malik (WSU US) Brahim Mejahed (UoM US) Mohammed Alodib (Qassim University, Arabia) DAG: A Model for Privacy Preserving Computation (ICWS2015-1038) Sin Teo (Monash University, Australia US) Jianneng Cao (Institute for Infocomm Research, Singapore) Vincent C.S. Lee (Monash University, Melbourne, Australia) A Privacy-Preserving Framework for Constrained Choreographed Service Composition (ICWS2015-1039) Ngoc Hong Tran (DiSTA - University of Insubria, IT) Barbara Carminati (DiSTA - University of Insubria, IT) Elena Ferrari (DiSTA - University of Insubria IT) Research Session 14: Service Security (07/02 Thursday, 8:15-9:15; 4.11) Session Chair: Nuno Laranjeiro, University of Coimbra, Portugal Measuring the Potential for Victimization in Malicious Content (ICWS2015-1040) Rose Gamble (University of Tulsa, USA) John Hale (University of Tulsa, USA) Matt Hale (University of Nebraska, Omaha US) Michael Haney (University of Tulsa, USA) Jessica Lin (University of Tulsa, USA) Charlie Walter (University of Tulsa, USA) Opacity Preserving Abstraction for Web Services and their Composition Using SOGs (ICWS2015-1041) Amina Bourouis (ENIT, IT) Kais Klai (LIPN FR) Yamen El Touati (ENIT, IT) Nejib Ben Hadj-Alouane (ENIT, IT) BiNet: Trust Sub-network Extraction Using Binary Ant Colony Algorithm in Contextual Social Networks (ICWS2015-1042) Xiaoming Zheng (Macquarie University Australia) Yan Wang (Macquarie University Australia) Mehmet Orgun (Macquarie University Australia) Topic VI: Service Oriented Software Engineering Research Session 15: Services Engineering (07/02 Thursday, 9:45-10:45; 4.11) Session Chair: I-Ling Yen, University of Texas – Dallas, USA Optimal and Effective Web Service Composition with Trust and User Preference (ICWS2015-1043) Hongbing Wang (Southeast University, China) Bin Zou (Southeast University, China) Guibing Guo (Singapore Management University, Singapore) Jie Zhang (Nanyang Technological University, Singapore) Zhengping Yang (Southeast University, China) 29 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Characterizing Restful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps (ICWS2015-1044) Yi Liu (Peking University China) Xuanzhe Liu (Peking University China) Yun Ma (Peking University China) Zibin Zheng (The Chinese University of Hong Kong China) Gang Huang (Peking University China) M. Brian Blake (University of Miami, USA) Architecturing Dynamic Data Race Detection as a Cloud-based Service (ICWS2015-1045) Changjiang Jia (City University of Hong Kong China) Chunbai Yang (City University of Hong Kong China) W.K. Chan (City University of Hong Kong China) Topic VII: Semantic Services Research Session 16: Semantic Web Services (07/02 Thursday, 10:55-11:55; 4.11) Session Chair: Andrzej M. Goscinski, Deakin University, Australia A Novel Lifecycle Framework for Semantic Web Service Annotation Assessment and Optimization (ICWS2015-1046) Juan Chen (Tianjin University, China) Zhiyong Feng (Tianjin University, China) Shizhan Chen (Tianjin University, China) Keman Huang (Tianjin University, China) Wei Tan (IBM Thomas J. Watson Research Center US) Jia Zhang (Carnegie Mellon University Silicon Valley US) Heuristic Recovery of Missing Events in Process Logs (ICWS2015-1047) Wei Song (Nanjing University of Science and Technology, China) Xiaoxu Xia (Nanjing University of Science and Technology, China) Hans-Arno Jacobsen (Technical University of Munich, Germany) Pengcheng Zhang (Hohai University,, China) Hao Hu (Nanjing University, China) ICWS Applications Track Topic I: Service Discovery and Recommendation Applications Session 1: Service Recommendation I (06/28 Sunday, 8:15-9:15; 4.02/4.03) Session Chair: Xuanzhe Liu, Peking University, China Regression-Based Bootstrapping of Web Service Reputation Measurement (ICWS2015-1048) Okba Tibermacine (Biskra University, Algeria) Chouki Tibermacine (LIRMM, ChinaRS and Montpellier II University FR) Foudil Cherif (Biskra University, Algeria) User Familiar Degree Aware Recommender System (ICWS2015-1049) Li Yusheng (Beijing University of Posts and Telecommunications China) E Haihong (Beijing University of Posts and Telecommunications China) Song Meina (Beijing University of Posts and Telecommunications China) Song Junde (Beijing University of Posts and Telecommunications China) QoS-Aware Web Service Recommendation Using Collaborative Filtering with PGraph (ICWS2015-1050) Zuojian Zhou (China) Binbin Wang (China) Jie Guo (China) Jingui Pan (China) Applications Session 2: Service Recommendation II (06/28 Sunday, 12:30-13:30; 4.02/4.03) Session Chair: Xumin Liu, Rochester Institute of Technology, USA A Collaborative Filtering Method for Personalized Preference-based Service Recommendation (ICWS2015-1051) Kenneth Fletcher (Missouri University of Science and Technology US) Xiaoqing (Frank) Liu (Missouri University of Science and Technology US) Service Recommendation Using Customer Similarity and Service Usage Pattern (ICWS2015-1052) Ruilin Liu (Harbin Institute of Technology China) Xiaofei Xu (Harbin Institute of Technology China) Zhongjie Wang (Harbin Institute of Technology China) An Integrated-Model QoS-based Graph for Web Service Recommendation (ICWS2015-1053) Abdullah Abdullah (University of Guelph CA) Xining Li (University of Guelph CA) 30 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Applications Session 3: Recommendation APIs (06/28 Sunday, 14:55-15:55; 4.02/4.03) Session Chair: Xiaoliang Fan, Lanzhou University, China Time-aware API Popularity Prediction via Heterogeneous Features (ICWS2015-1054) Yao Wan (Zhejiang University, China China) Liang Chen (Zhejiang University, China) Jian Wu (Zhejiang University, China) Qi Yu (Rochester Institute of Technology, Rochester, USA US) Personal Preference and Trade-off Based Additive Manufacturing Web Service Selection (ICWS2015-1055) Venkata Modekurthy (Missouri University of Science and Technology US) Kenneth Fletcher (Missouri University of Science and Technology US) Xiaoqing (Frank) Liu (Missouri University of Science and Technology US) Ming Leu (Missouri University of Science and Technology USA) Manifold-learning Based API Recommendation for Mashup Creation (ICWS2015-1056) Wei Gao (Zhejiang University, China) Liang Chen (Zhejiang University, China) Jian Wu (Zhejiang University, China) Honghao Gao (Zhejiang University, China) Applications Session 4: Trust and Reputation (06/29 Monday, 8:15-9:15; 4.02/4.03) Session Chair: Jiuyun Xu, China University of Petroleum, China A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks (ICWS2015-1057) Feng Zhu (Soochow University US) Guanfeng Liu (Soochow University US) Kai Zheng (University of Queensland AU) Yan Wang (Macquarie University Australia) An Liu (Soochow University US) Zhixu Li (Soochow University US) A Study of Caching Strategies for Web Service Discovery (ICWS2015-1058) Tobias Jacobs (NEC Europe Ltd.DE) Salvatore Longo (NEC Europe Ltd. DE) Nomads - Enabling Distributed Analytical Service Environments for the Smart City Domain (ICWS20151059) Johannes M. Schleicher (Vienna University of Technology AT) Michael Vögler (Vienna University of Technology AT) Christian Inzinger (Vienna University of Technology AT) Waldemar Hummer (Vienna University of Technology AT) Dustdar Schahram (Vienna University of Technology AT) Topic II: Service Composition Applications Session 5: Compositions and Mashups (06/29 Monday, 9:25-10:25; 4.02/4.03) Session Chair: Sheng Huang (Henry), IBM Research - China Supporting End-User Service Composition: A Systematic Review of Current Activities and Tools (ICWS2015-1060) Feifei Hang (The University of Manchester, UK) Liping Zhao (The University of Manchester, UK) A XML Based Monadic Framework for Rest Service Composition (ICWS2015-1061) Li Li (Huawei US) Tony Tang (Huawei US) Wu Chou (Huawei US) Service Mining from Legacy Database Applications (ICWS2015-1062) Diptikalyan Saha (IBM Research US) Applications Session 6: Processes and Reuse (06/29 Monday, 13:00-14:00; 4.02/4.03) Session Chair: Hongbing Wang, Southeast University, China Enabling the Extraction and Insertion of Reusable Choreography Fragments (ICWS2015-1063) Andreas Weiß (University of Stuttgart DE) Vasilios Andrikopoulos (University of Stuttgart DE) Michael Hahn (University of Stuttgart DE) Dimka Karastoyanova (University of Stuttgart DE) Learning to Reuse User Inputs in Service Composition (ICWS2015-1064) Shaohua Wang (Queen's university, Kingston, Canada CA) Ying Zou (Queen's university, Canada) Joanna Ng (IBM Canada CAS research CA) Tinny Ng (IBM Canada CAS research CA) A Maturity Model for Semantic Restful Web APIS (#8131) (ICWS2015-1065) Ivan Salvadori (Federal University of Santa Catarina BR) Frank Siqueira (Federal University of Santa Catarina BR) Applications Session 7: Handling Large Data (06/29 Monday, 15:30-16:30; 4.02/4.03) Session Chair: Shiyong Lu, Wayne State University, USA Ontology-Based Workflow Generation for Intelligent Big Data Analytics (ICWS2015-1066) 31 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Banage Thenna Gedara Samantha Kumara (University of Aizu JP) Incheon Paik (University of Aizu JP) Jia Zhang (Carnegie Mellon University US) Thenuwara Hannedige Akila S. Siriweera (University of Aizu JP) Koswatte Ralalage Chathurika Koswatte (University of Aizu JP) A Framework for Transmission Cost Aware Service Selection (ICWS2015-1067) Zhiling Luo (Zhejiang University China) Ying Li (Zhejiang University China) Jianwei Yin (Zhejiang University China) Toward a Real-time Service for Landslide Detection: Augmented Explicit Semantic Analysis and Clustering Composition Approaches (ICWS2015-1068) Aibek Musaev (Georgia Tech, USA) De Wang (Georgia Tech, USA) Saajan Shridhar (Georgia Tech, USA) Calton Pu (Georgia Tech, USA) Applications Session 8: QoS Based Composition (06/30 Tuesday, 8:15-9:15; 4.02/4.03) Session Chair: Qi Yu, Rochester Institute of Technology, USA A formal Approach for Verifying QoS Variability in Web Services Composition Using EVENT-B (ICWS2015-1069) Abbassi Imed (ENIT, University of Tunis El Manar TN) Graiet Mohamed (ISIMM, Monastir University TN) Kmimech Mourad (MIRACL, Sfax University TN) Ben Hadj-Alouane Nejib (ENIT, University of Tunis El Manar TN) A Scalable Approach for Context Based Complex Service Discovery (ICWS2015-1070) Shruti Kunde (XRCI) Rahul Ghosh (XRCI) Tridib Mukherjee (XRCI) Aditya Hedge (XRCI) Varun Sharma (XRCI) Generating Executable Workflows from Solution Plans (ICWS2015-1071) Malik Khalfallah (AIRBUS Group FR) Nicolas Figay (AIRBUS Group FR) Mahmoud Barhamgi (Lyon 1 University FR) Parisa Ghodous (Lyon 1 University FR) Applications Session 9: Composition for IoT (06/30 Tuesday, 9:25-10:25; 4.02/4.03) Session Chair: Rong Chang, IBM Research, USA & China An Efficient Resource Allocation Approach Based on a Genetic Algorithm for Composite Services in IoT Environments (ICWS2015-1072) MinHyeop Kim (KAIST Korea) In-Young Ko (KAIST Korea) A Parallel Approach for Service Composition with Complex Structures in Pervasive Environments (ICWS2015-1073) Chenyang Liu (Shanghai JiaoTong University China) Jian Cao (Shanghai JiaoTong University China) Paving the Way towards Semi-automatic Design-time Business Process Model Obfuscation (ICWS20151074) Elio Goettelmann (France) Amina Ahmed-Nacer (France) Samir Youcef (France) Claude Godart (France) Topic III: QoS Management Applications Session 10: QoS in Service Composition (06/30 Tuesday, 13:00-14:00; 4.02/4.03) Session Chair: Wei Tan, IBM T.J. Watson Research Center, USA A Model Checking Approach to Analyzing Timed Compatibility in Mediation-aided Composition of Web Services (ICWS2015-1075) Yanhua Du (University of Science and Technology Beijing China) Benyuan Yang (University of Science and Technology Beijing China) Wei Tan (IBM T.J. Watson Research Center US) Hierarchical Aggregation of Consumer Ratings for Service Ecosystem (ICWS2015-1076) Rohit Ranchal ( US) Ajay Mohindra ( US) Nianjun Zhou ( US) Shubir Kapoor ( US) Bharat Bhargava ( US) User-QoS-based Web Service Clustering for QoS Prediction (ICWS2015-1077) Fuxin Chen (Tongji University China) Shijin Yuan (Tongji University China) Bin Mu (Tongji University China) Applications Session 11: QoS Prediction (06/30 Tuesday, 15:30-16:30; 4.02/4.03) Session Chair: Zibin Zheng, The Chinese University of Hong Kong, China WSWalker: A Random Walk Method for QoS-Aware Web Service Recommendation (ICWS2015-1078) 32 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Mingdong Tang (Hunan University of Science and Technology China) Xiaoling Dai (Hunan University of Science and Technology China) Buqing Cao (Hunan University of Science and Technology China) Jianxun Liu (Hunan University of Science and Technology China) CAPred: A Prediction Model for Timely QoS (ICWS2015-1079) Yao Zhao (Beijing University of Posts and Telecommunications China) Qi Pi (Beijing University of Posts and Telecommunications China) Chengduo Luo (Beijing University of Posts and Telecommunications China) QoE Evaluation Based on QoS and QoBiz Parameters Applied to an OTT Service (ICWS2015-1080) Diego Rivera (Télécom SudParis FR) Natalia Kushik (Tomsk State University RU) Camila Fuenzalida (NIC Chile Research Labs) Ana Cavalli (Télécom SudParis FR) Nina Yevtushenko (Tomsk State University RU) Topic IV: Application beyond the Web Applications Session 12: Cloud Services (07/01 Wednesday, 8:15-9:15; 4.02/4.03) Session Chair: Zhixiong Chen, Mercy College, USA A PT-SOA Model for CPS/IoT Services (ICWS2015-1081) Wei Zhu (University of Texas at Dallas US) Guang Zhou (University of Texas at Dallas US) I-ling Yen (University of Texas at Dallas US) Farokh Bastani (University of Texas at Dallas US) SLA-aware Tenant Placement and Dynamic Resource Provision in SaaS (ICWS2015-1082) Wenbo Su (Tsinghua University China) Jie Hu (Tsinghua University China) Chuang Lin (Tsinghua University China) Sherman Shen (University of Waterloo, Canada) Designing Large Scale Rest APIS Based on Rest Chart (#8233) (ICWS2015-1083) Li Li (Huawei US) Wu Chou (Huawei US) Applications Session 13: Internet of Things (IoT) (07/01 Wednesday, 9:25-10:25; 4.02/4.03) Session Chair: Liang Chen, Zhejiang University, China An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework (ICWS2015-1084) Chii Chang (University of Tartu EE) Seng Loke (La Trobe University Australia) Hai Dong (RMIT University Australia) Flora Salim (RMIT University Australia) Satish Srirama (University of Tartu EE) Mohan Liyanage (University of Tartu EE) Sea Ling (Monash University AU) Intelligent Push Notification for Converged Mobile Computing and Internet of Things (ICWS2015-1085) Zhaotai Pan (IBM Research China) Xiaoxing Liang (IBM Research China) Yu Chen Zhou (IBM Research China China) Yi Ge (IBM Research China) Guo Tao Zhao (IBM Research China) A Hybrid Complex Event Service Based on IoT Resource Models (ICWS2015-1086) Yang Zhang (BUPT China) Junliang Chen (BUPT, China) Topic V: Service Software Engineering Applications Session 14: Reliability and Fault Handling (07/01 Wednesday, 13:00-14:00; 4.02/4.03) Session Chair: Bing Li, Wuhan University, China A Resilient Framework for Fault Handling in Web Service Oriented Systems (ICWS2015-1087) Weidong Wang (University of Wyoming US) Liqiang Wang (University of Wyoming US) Wei Lu (Beijing Jiaotong University China) A Risk-Evaluation Assisted System for Service Selection (ICWS2015-1088) Ennan Zhai (Yale University US) Liang Gu (Yale University US) Netcoin: A Traceable P2P Electronic Cash System (ICWS2015-1089) Hitesh Tewari (Trinity College Dublin IE) Eamonn O Nuallain (Trinity College Dublin IE) 33 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA ICWS Short Paper Track Short Paper Session 1: Services Discovery, Recommendation, Composition and Management (06/27 Saturday; 9:00—10:00; 7.01) Session Chair: Xumin Liu, Rochester Institute of Technology, USA Go Discovery: Web Service Discovery Made Efficient (ICWS2015-1090) Yehia Elshater (Queen's University, CA), Khalid Elgazzar (Queen's University CA), Patrick Martin (Queen's University CA) Canonical Computational Models Based on Formal Concept Analysis for Social Network Analysis and Representation (ICWS2015-1091) Gustavo Jota (PUC Minas BR), Nilander Moraes (PUC Minas BR), Sérgio Dias (UFMG BR), Humberto Torres (PUC Minas BR), Luis Zarate (PUC Minas BR) Recommending a Credible Web Service (ICWS2015-1092) Bin Xu (Tsinghua University, China), Jiaxiang Ge (Tsinghua University, China) MashDroid: An Approach to Mobile-Oriented Dynamic Services Discovery and Composition by In-App Search (ICWS2015-1093) Yun Ma (Peking University, China), Xuanzhe Liu (Peking University, China), Meihua Yu (Peking University, China), Zibin Zheng (Chinese University of Hong Kong, China), Yunxin Liu (Microsoft Research, China), Feng Feng (Wandoujia Corporation, China), Qiaozhu Mei (University of Michigan, USA), Hong Mei (Peking University, China) Web Service Composition Based on Reinforcement Learning (ICWS2015-1094) Yu Lei, Zhou Jiantao, Wei Fengqi, Gao Yongqiang and Yang Bo (Inner Mongolia University, China) A Hybrid Local-Global Optimization Strategy for QoS-Aware Service Composition (ICWS2015-1095) Pablo Rodriguez-Mier (University of Santiago de Compostela, ES), Manuel Mucientes (University of Santiago de Compostela, ES), Manuel Lama (University of Santiago de Compostela, ES) Short Paper Session 2: Services Applications and Service Security, Privacy, and Trust (06/27 Saturday; 10:15—11:15; 7.01) Session Chair: Carlos Kamienski, Federal University of ABC, Brazil A Non-intrusive Solution to Guarantee Runtime Behavior of Open SCADA Systems (ICWS2015-1096) Yan-fang Mao (BUPT, China), Yang Zhang (BUPT, China), Qiang Hua (BUPT, China), Hong-yang Dai (BUPT, China) Discovering Web Services to Improve Requirements Decomposition (ICWS2015-1097) Hongbing Wang (Southeast University, China), Suxiang Zhou (Southeast University, China), Qi Yu (Rochester Institute of Technology, USA) STaaS: SpatioTemporal Historian as a Service (ICWS2015-1098) Xiaoyan Chen (IBM China Research), Xiaomin Xu (IBM China Research), Sheng Huang (IBM China Research), Weiming Ye (IBM, China), Lance Feagan (IBM, US), Krishnamoorthy Lalitha (IBM, US), Mark Ashworth (IBM, US) A Service-based Framework for Mobile Social Messaging in PaaS Systems (ICWS2015-1099) Lijun Mei (IBM Research China) Hao Chen (IBM Research China), Shaochun Li (IBM Research China), Qicheng Li (IBM Research China), Jeaha Yang (IBM Research, USA) An Agent-based Approach for Invoking Service in Environments with Limited Network Bandwidth (ICWS2015-1100) Xiaotao Li (Beihang University, China), Xiaohui Hu (Beihang University, China) TSC Paper Presentation Track TSC Paper Session (06/30 Tuesday, 15:30-16:30; 4.11) Session Chair: Ling Liu, Georgia Tech, USA Assisting Navigation and Complementary Composition of Complex Service Mashups (ICWS2015-1101) Gang Huang (China) Yun Ma, Xuanzhe Liu, Yuchong Luo, Xuan Lu, and Brian Blake 34 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA A Survey of Cloud-Based Service Computing Solutions for Mammalian Genomics (ICWS2015-1102) Philip Church and Andrzej Goscinski Data-Driven Composition for Service-Oriented Situational Web Applications (ICWS2015-1103) Xuanzhe Liu (China), Yun Ma, Gang Huang, Junfeng Zhao, Hong Mei, and Yunxin Liu Visionary Track ICWS 2015 Visionary Session (07/01 Wednesday, 9:25-10:25; 4.11) Session Chair: John Miller, University of Georgia, USA Conversion Infrastructure for Maintaining High Availability of Web Services Using Multiple Service Providers (ICWS2015-1104) P.M. Melliar-Smith (University of California, US) Louise E. Moser (University of California, US) A Smart Physical World Based on Service Technologies, Big Data and Game-Based Crowd Sourcing (ICWS2015-1105) I-Ling Yen (UTD US) Guang Zhou (UTD US) Wei Zhu (UTD US) Farokh Bastani (UTD US) San-Yih Hwang (NSY USA) 35 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Eighth International Conference on Cloud Computing (CLOUD 2015) CLOUD Research Track Research Session 1: Cloud and Mobile (06/28 Sunday, 8:15-9:15; 7.04) Session Chair: M. Brian Blake, University of Miami, USA A Cost-Effective Method to Keep Availability of Many Cloud-connected Devices (CLOUD2015-2001) Daisuke Ajitomi (Toshiba Corporation JP) Hiroshi Kawazoe (Toshiba Corporation JP) Keisuke Minami (Toshiba Corporation JP) Naoki Esaka (Corporate R&D Center, Toshiba Corporation JP) Femto Clouds: Leveraging Mobile Devices to Provide Cloud Service at the Edge (CLOUD2015-2002) Karim Habak (Georgia Tech GE) Mostafa Ammar (Georgia Tech GE) Khaled A. Harras (CMU US) Ellen Zegura (Georgia Tech GE) Cost-Efficient Scheduling of Elastic Processes in Hybrid Clouds (CLOUD2015-2003) Philipp Hoenisch (Vienna University of Technology, Austria) Christoph Hochreiner (Vienna University of Technology ,Austria) Dieter Schuller (Technische Universität Darmstadt Germany) Stefan Schulte (Vienna University of Technology Austria) Jan Mendling (Vienna University of Economics and Business, Austria) Schahram Dustdar (Vienna University of Technology ,Austria) Research Session 2: Cloud Infrastructure #1(06/28 Sunday, 12:30-13:30; 7.04) Session Chair: Dennis Gannon, Indiana University, USA On Exploiting Page Sharing in a Virtualised Environment - an Empirical Study of Virtualization Verses Lightweight Containers (CLOUD2015-2004) Ashish Sonone (IIT Bombay India) Anand Soni (IIT Bombay India) Senthi Nathan (IIT Bombay India) Umesh Bellur (IIT Bombay India) Leveraging Metadata in NoSQL Storage Systems (CLOUD2015-2005) Ala Alkhaldi (UIUC, USA) Indranil Gupta (UIUC, USA) Vaijayanth Raghavan (UIUC, USA) Mainak Ghosh (UIUC, USA) Server Provisioning in Content Delivery Clouds (CLOUD2015-2006) Kianoosh Mokhtarian (University of Toronto CA) Hans-Arno Jacobsen (University of Toronto CA) Research Session 3: Application Migration (06/29 Monday, 8:15-9:15; 7.04) Session Chair: Emina Soljanin, Bell Labs, USA Towards Automatic Application Migration to Clouds (CLOUD2015-2007) Jorge Ejarque (Barcelona Supercomputing Center ES) Andras Micsik (Computer and Automation Research Institute Hungarian Academy of Sciences Hungary) Rosa Badia (BSC ES) A Pattern-Based Code Transformation Approach for Cloud Application Migration (CLOUD20152008) Zhengong Cai (Zhejiang University China) Liping Zhao (The University of Manchester US) Xinyu Wang (Zhejiang University China) Xiaohu Yang (Zhejiang University China) Juntao Qin (Zhejiang University China) Keting Yin (Zhejiang University China) Application Migration Effort in the Cloud - The Case of Cloud Platforms (CLOUD2015-2009) Stefan Kolb (University of Bamberg DE) Jörg Lenhard (University of Bamberg DE) Guido Wirtz (University of Bamberg DE) Research Session 4: Data Analytics in Cloud (06/29 Monday, 13:00-14:00; 7.04) Session Chair: Bedir Tekinerdogan, Wageningen University, The Netherlands Data Vaporizer - Towards a Configurable Enterprise Data Storage Framework in Public Cloud (CLOUD2015-2010) 36 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Shubhashis Sengupta (Accenture Technology Labs IN) Annervaz K M (Accenture Technology Labs IN) Amitabh Saxena (Accenture Technology Labs IN) Sanjoy Paul (Accenture Technology Labs IN) From Relations to Multi-Dimensional Maps: Towards a SQL-to-HBase Transformation Methodology (CLOUD2015-2011) Diego Serrano (University of Alberta CA) Dan Han (University of Alberta CA) Eleni Stroulia (University of Alberta Canada, CA) Dart: A Geographic Information System on Hadoop (CLOUD2015-2012) Hong Zhang (University of Wyoming, USA) Zhibo Sun (University of Wyoming, USA) Zixia Liu (University of Wyoming, USA) Chen Xu (University of Wyoming, USA) Liqiang Wang (University of Wyoming, USA) Research Session 5: Cloud Performance (06/29 Monday, 15:30-16:30; 7.04) Session Chair: Yung Ryn (Elisha) Choe, Sandia National Laboratories Livermore, USA Performance Metrics for Data Center Communication Systems (CLOUD2015-2013) Claudio Fiandrino (University of Luxembourg LU) Dzmitry Kliazovich (University of Luxembourg LU) Pascal Bouvry (University of Luxembourg LU) Albert Zomaya (The University of Sydney Australia) Network Centric Performance Improvement for Live VM Migration (CLOUD2015-2014) Robayet Nasim (Karlstad University, Sweden) Andreas J. Kassler (Karlstad University, Sweden) Instrumentation and Trace Analysis for Ad-hoc Python Workflows in Cloud Environments (CLOUD20152015) Ruben Acuna (Arizona State University US) Rida Bazzi (Arizona State University US) Zoe Lacroix (Arizona State University US) Research Session 6: Security (06/30 Tuesday, 8:15-9:15; 7.04) Session Chair: Fan Jing Meng, IBM Research - China Hiding Media Data via Shaders: Enabling Private Sharing in the Clouds (CLOUD2015-2016) Kaikai Liu (University of Florida US) Min Li (University of Florida US) Xiaolin Li (University of Florida US) Privacy-preserving Data Publishing in the Cloud: A Multi-level Utility Controlled Approach (CLOUD2015-2017) Balaji Palanisamy (University of Pittsburgh US) Ling Liu (Georgia Institute of Technology US) A Trust and Reputation System for Energy Optimization in Cloud Data Centers (CLOUD2015-2018) Ignacio Aransay (Universidad Politecnica de Madrid ,Spain) Marina Zapater (Universidad Politecnica de Madrid ,Spain) Patricia Arroba (Universidad Politecnica de Madrid ,Spain) Jose.M Moya (Universidad Politecnica de Madrid,Spain) Research Session 7: Cloud Economics (06/30 Tuesday, 9:25-10:25; 7.04) Session Chair: Surya Nepal, CSIRO, Australia Cost-Minimizing Online VM Purchasing for Application Service Providers with Arbitrary Demands (CLOUD2015-2019) Shengkai Shi (The University of Hong Kong China) Chuan Wu (The University of Hong Kong China) Zongpeng Li (University of Calgary US) A Cloud Controller for Performance-Based Pricing (CLOUD2015-2020) Drazen Lucanin (Vienna University of Technology Austria) Ilia Pietri (University of Manchester US) Ivona Brandic (Vienna University of Technology Austria) Rizos Sakellariou (University of Manchester US) A Joint Optimization Framework for Request Scheduling and Energy Storage Management in a Data Center (CLOUD2015-2021) Shuang Chen (University of Southern California US) Yanzhi Wang (University of Southern California US) Massoud Pedram (University of Southern California US) Research Session 8: IaaS (06/30 Tuesday, 13:00-14:00; 7.04) Session Chair: Calton Pu, Georgia Tech, USA Hierarchical Virtual Machine Placement in Modular Data Centers (CLOUD2015-2022) Linquan Zhang (University of Calgary US) Xunrui Yin (University of Calgary US) Zongpeng Li (University of Calgary US) Chuan Wu (The University of Hong Kong China) 37 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA RT-OpenStack: CPU Resource Management for Real-Time Cloud Computing (CLOUD2015-2023) Sisu Xi (Washington University, US) Chong Li (Washington University , US) Chenyang Lu (Washington University US) Christopher Gill (Washington University US) Meng Xu (University of Pennsylvania US) Linh Phan (University of Pennsylvania US) Insup Lee (University of Pennsylvania US) Oleg Sokolsky (University of Pennsylvania US) Memory Reclamation and Compression Using Accurate Working Set Size Estimation (CLOUD2015-2024) Tzi-cker Chiueh (Industrial Technology Research Institute US) Research Session 9: Cloud Simulation (06/30 Tuesday, 15:30-16:30; 7.04) Session Chair: Stephan Reiff-Marganiec, University of Leicester, Germany VMCSIM: A Detailed Manycore Simulator for Virtualized Systems (CLOUD2015-2025) Alain Tchana (IRIT/ENSEEIHT, FR) Brice Ekane (University of Toulouse FR) Daniel Hagimont (FR) A Dock: A Cloud Infrastructure Experimentation Environment Based on OpenStack and Docker (CLOUD2015-2026) Lorenzo Affetti (Politecnico di Milano IT) Giacomo Bresciani (Politecnico di Milano IT) Sam Guinea (Politecnico di Milano IT) PICS: A Public IaaS Cloud Simulator (CLOUD2015-2027) In Kee Kim (University of Virginia US) Wei Wang (University of Virginia US) Marty Humphrey (University of Virginia US) Research Session 10: QoS (07/01 Wednesday, 8:15-9:15; 7.04) Session Chair: Qingyang Wang, Louisiana State University - Baton Rouge, USA QoS Prediction for the Cloud Marketplace: A Grassmann Manifold Approach (CLOUD2015-2028) Yao Zhao (University of Calgary US) Zongpeng Li (University of Calgary US) Xiaowen Chu (Hong Kong Baptist University US) End-to-End QoS Prediction of Vertical Service Composition in the Cloud (CLOUD2015-2029) Raed Karim (Ryerson University CA) Chen Ding (Ryerson University CA) Ali Miri (Ryerson University CA) QoS-Aware Service Selection for Customisable Multi-Tenant Service-Based Systems: Maturity and Approaches (CLOUD2015-2030) Qiang He (Swinburne University of Technology Australia) Jun Han (Swinburne University of Technology) Feifei Chen (Swinburne University of Technology Australia) Rajesh Vasa (Swinburne University of Technology) Yun Yang (Swinburne University of Technology) Hai Jin (Huazhong University of Science and Technology China) Research Session 11: Configuration Management (07/01 Wednesday, 9:25-10:25; 7.04) Session Chair: Pelin Angin, Purdue University, USA Policy-driven Configuration Management for NoSQL (CLOUD2015-2031) Xianqiang Bao (National University of Defense Technology China) Ling Liu (Georgia Institute of Technology GE) Nong Xiao (National University of Defense Technology China) Yang Zhou (Georgia Institute of Technology GE) Qi Zhang (Georgia Institute of Technology GE) Cloud Armor: Protecting Cloud Commands from Compromised Cloud Services (CLOUD2015-2032) Yuqiong Sun (Penn State University US) Giuseppe Petracca (Penn State University US) Trent Jaeger (Penn State University US) Hayawardh Vijayakumar (Samsung research) Joshua Schiffman (Advanced Micro Devices) Shared Memory Optimization in Virtualized Cloud (CLOUD2015-2033) Qi Zhang (Georgia Institute of Technology GE) Ling Liu (Georgia Institute of Technology GE) Research Session 12: Cloud Scaling (07/01 Wednesday, 13:00-14:00; 7.04) Session Chair: Andrzej Goscinski, Deakin University, Australia Dynamic Memory and Core Scaling in Virtual Machines (CLOUD2015-2034) Kapil Kumar (IIIT Hyderabad, India) Nehal J Wani (IIIT Hyderabad, India) Suresh Purini (IIIT Hyderabad,India) Proactive Memory Scaling of Virtualized Applications (CLOUD2015-2035) Simon Spinner (University of Wuerzburg US) Nikolas Herbst (University of Wuerzburg US) Samuel Kounev (University of Wuerzburg US) Xiaoyun Zhu (Vmware, Inc.US) Lei Lu (Vmware, Inc.USA) Mustafa Uysal (Vmware, Inc. US) Rean Griffith (Vmware, Inc. US) Cost-Aware Cloud Metering with Scalable Service Management Infrastructure (CLOUD2015-2036) 38 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Ali Anwar (Virginia Tech US) Anca Sailer (IBM TJ Watson US) Andrzej Kochut (IBM TJ Watson US) Charles O. Schulz (IBM TJ Watson US) Alla Segal (IBM TJ Watson US) Ali R. Butt (Virginia Tech US) Research Session 13: Performance, Scalability #1(07/01 Wednesday, 15:30-16:30; 7.04) Session Chair: Nagarajan Kandasamy, Drexel University, USA Forget the Deadline: Scheduling Interactive Applications in Data Centers (CLOUD2015-2037) Yousi Zheng (The Ohio State University US) Bo Ji (Temple University US) Ness Shroff (The Ohio State University US) Prasun Sinha (The Ohio State University US) A Self-Cloning Agents Based Model for High-Performance Mobile-Cloud Computing (CLOUD2015-2038) Pelin Angin (Purdue University US) Bharat Bhargava (Purdue University) Zhongjun Jin (University of Michigan) Dynamically Controlling Node-level Parallelism in Hadoop (CLOUD2015-2039) Kamal Kc (North Carolina State University US) Vincent Freeh (North Carolina State University US) Research Session 14: Performance, Scalability #2 (07/02 Thursday, 8:15-9:15; 7.04) Session Chair: Dunren "Daren" Che, Southern Illinois University, USA Less Can Be More: Micro-Managing VMs in Amazon EC2 (CLOUD2015-2040) Jiawei Wen (College of William and Mary US) Lei Lu (College of William and Mary US) Giuliano Casale (Imperial College London UK) Evgenia Smirni (College of William and Mary US) Airfoil: A Topology Aware Distributed Load Balancing Service (CLOUD2015-2041) Hiroya Matsuba (Central Research Laboratory, Hitachi, Ltd. US) Kaustubh Joshi (AT&T Labs Research USA) Matti Hiltunen (AT&T Labs Research US) Richard Schlichting (AT&T Labs Research US) Remote Restart for a High Performance Virtual Machine Recovery in a Cloud (CLOUD2015-2042) Valentina Salapura (IBM T.J. Watson Research CenterUSA) Richard Harper (IBM T.J. Watson Research Center US) Research Session 15: Cloud-as-a-Service (07/02 Thursday, 9:45-10:45; 7.04) Session Chair: Ajay Mohindra, IBM T.J. Watson Research Center, USA Mssf: User-friendly Multi-cloud Data Dispersal (CLOUD2015-2043) Rafael Libardi (University of Sao Paulo - SP - Brazil) Stephan Reiff-Marganiec (University of Leicester, Leicester UK) Luiz H. Nunes (University of Sao Paulo - SP - Brazil BR) Lucas J. Adami (University of Sao Paulo - SP - Brazil) Carlos H. G. Ferreira (University of Sao Paulo - SP - Brazil) Julio C. Estrella (University of Sao Paulo - SP - Brazil BR) Dynamic Tailoring and Cloud-based Deployment of Containerized Service Middleware (CLOUD2015-2044) Santiago Gómez Sáez (University of Stuttgart DE) Vasilios Andrikopoulos (University of Stuttgart DE) Roberto Jiménez Sánchez (University of Stuttgart DE) Frank Leymann (University of Stuttgart DE) Johannes Wettinger (University of Stuttgart DE) Why Reading Patterns Matter in Storage Coding & Scheduling Design (CLOUD2015-2045) Ulric Ferner (Massachusetts Institute of Technology, USA) Emina Soljanin (Bell Labs, Alcatel-Lucent, USA) Muriel Medard (Massachusetts Institute of Technology, USA) Research Session 16: Hybrid Clouds (07/02 Thursday, 10:55-11:55; 7.04) Session Chair: Balaji Palanisamy, University of Pittsburgh, USA Roboconf: A Hybrid Cloud Orchestrator to Deploy Complex Applications (CLOUD2015-2046) Linh Manh Pham (University of Grenoble FR) Alain Tchana (IRIT/ENSEEIHT FR) Didier Donsez (LIG) Noel de Palma (UJF-FR) Vincent Zurczak (Linagora) Pierre-Yves Gibello (Linagora) A Hybrid Cloud Framework for Scientific Computing (CLOUD2015-2048) Brian Peterson (LSU US) Gerald Baumgartner (LSU US) Qingyang Wang (LSU US) Research Session 17: Cloud Infrastructure #2(07/02 Thursday, 13:00-14:00; 7.04) Session Chair: Nianjun (Joe) Zhou, IBM T.J. Watson Research Center, USA Utilization Prediction Aware VM Consolidation Approach for Green Cloud Computing (CLOUD2015-2049) Fahimeh Farahnakian (University of Turku ,FI) Tapio Pahikkala (University of Turku ,FI) Pasi Liljeberg (University of Turku ,FI) Juha Plosila (University of Turku, FI) Hannu Tenhunen (University of Turku, FI) Unicrawl: A Practical Geographically Distributed Web Crawler (CLOUD2015-2050) 39 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Do Le Quoc (Dresden University of Technology, GE) Christof Fetzer (Dresden University of Technology GE) Pascal Felber (University of Neuchâtel CH) Etienne Riviere (University of Neuchâtel CH) Valerio Schiavoni (University of Neuchâtel CH) Pierre Sutra (University of Neuchâtel CH) Service Mobility in Mobile Networks (CLOUD2015-2051) Hany Assasa (KTH Royal Institute of Technology SE) Srinivasa Vinay Yadhav (Ericsson Research AB US) Lars Westberg (Ericsson Research AB) Research Session 18: Cloud Management and Operations (07/02 Thursday, 13:00-14:00; 4.11) Session Chair: Wu Chou, Huawei, China Learning from Metadata: A Fuzzy Token Matching Based Configuration File Discovery Approach (CLOUD2015-2052) Han Wang (Rensselaer Polytechnic Institute US) Fan Jing Meng (IBM Research –China) Xuejun Zhuo (IBM Research –China) Lin Yang (IBM Research – China) Chang Sheng Li (IBM Research – China) Jing Min Xu (IBM Research – China) Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers (CLOUD20152053) Xingjian Lu (East China University of Science and Technology, China) Fanxin Kong (McGill University, USA) Jianwei Yin (Zhejiang University, China) Xue Liu (McGill University, USA) Huiqun Yu (East China University of Science and Technology, China) Guisheng Fan (East China University of Science and Technology, China) DynTail - Dynamically Tailored Deployment Engines for Cloud Applications (CLOUD2015-2054) Johannes Wettinger (University of Stuttgart DE) Uwe Breitenbücher (University of Stuttgart DE) Frank Leymann (University of Stuttgart DE) CLOUD Applications Track Applications Session 1: Cloud Infrastructure #1(06/28 Sunday, 8:15-9:15; 7.01) Session Chair: Min Luo, Huawei, China Evaluation of Map Reduce in a Large Cluster (CLOUD2015-2055) Kamal Kc (North Carolina State University US) Chin-Jung Hsu (North Carolina State University US) Vincent Freeh (North Carolina State University US) OCF: An Open Cloud Forensics Model for Reliable Digital Forensics (CLOUD2015-2056) Shams Zawoad (University of Alabama at Birmingham AL) Ragib Hasan (University of Alabama at Birmingham US) Anthony Skjellum (Auburn University US) A Simulated Annealing Based Approach for Power Efficient Virtual Machines Consolidation (CLOUD2015-2057) Antonio Marotta (University of Naples Federico II IT) Stefano Avallone (University of Naples Federico II IT) Applications Session 2: Cloud Infrastructure #2 (06/28 Sunday, 12:30-13:30; 7.01) Sessoin Chair: Syed Rizvi, Pennsylvania State University - Altoona, USA Vhaul: Towards Optimal Scheduling of Live Multi-VM Migration for Multi-tier Applications (CLOUD2015-2058) Hui Lu (Purdue University,USA) Cong Xu (Purdue University, USA) Cheng Cheng (Purdue University, USA) Ramana Kompella (Google, Inc.USA) Dongyan Xu (Purdue University, US) A Provisioning approach of Cloud resources for Dynamic Workflows (CLOUD2015-2059) Fairouz Fakhfakh (ReDCAD TN) Hatem Hadj Kacem (ReDCAD IN) Ahmed Hadj Kacem (ReDCAD IN) Dynamic Fine-Grained Resource Provisioning for Heterogeneous Applications in Virtualized Cloud Data Center (CLOUD2015-2060) Jing Bi (Tsinghua University China) Haitao Yuan (Beihang University China) Yushun Fan (Tsinghua University, China) Wei Tan (IBM Thomas J. Watson Research Center, USA) Jia Zhang (Carnegie Mellon University US) Applications Session 3: Cloud Schedulers (06/28 Sunday, 14:55-15:55; 7.01) 40 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Session Chair: Zhenyun Zhuang, LinkedIn, USA Chase: Component High Availability-Aware Scheduler in Cloud Computing Environment (CLOUD2015-2061) Manar Jammal (Western University London ON, Canada CA) Ali Kanso (Ericsson Research Montreal Canada US) Abdallah Shami (Western University London ON, Canada) On Datacenter-Network-Aware Load Balancing in MapReduce (CLOUD2015-2062) Yanfang Le (Simon Fraser University US) Feng Wang (The University of Mississippi US) Jiangchuan Liu (Simon Fraser University US) Funda Ergun (Indiana University Bloomington US) An Innovative Energy-Aware Cloud Task Scheduling Framework (CLOUD2015-2063) Abdulrahman Alahmadi (Southern Illinois University, USA) Mustafa Khaleel (Southern Illinois University, USA) Dunren Che (Southern Illinois University, USA US) Parisa Ghodous (Lion 1 University, France) Applications Session 4: Cloud Security (06/29 Monday, 8:15-9:15; 7.01) Session Chair: Lakshmish Ramaswamy, University of Georgia, USA A Semi-Distributed Access Control Management Scheme for Securing Cloud Environment (CLOUD20152064) Syed Rizvi (Pennsylvania State University US) John Mitchell (Pennsylvania State University, USA) An Efficient Conjunctive Keyword and Phase Search Scheme for Encrypted Cloud Storage Systems (CLOUD2015-2065) Hoi Ting Poon (Ryerson University CA) Ali Miri (Ryerson University CA) User-Friendly and Secure Architecture (UFSA) for Authentication of Cloud Services (CLOUD2015-2066) Reza Fathi (University of Houston US) Mohsen Amini Salehi (University of Louisiana Lafayette US) Ernst Leiss (University of Houston US) Applications Session 5: Data Security on Cloud (06/29 Monday, 9:25-10:25; 7.01) Session Chair: Matti Hiltunen, AT&T Research, USA Managing Big Data with Information Flow Control (CLOUD2015-2067) Thomas Pasquier (University of Cambridge UK) Jatinder Singh (University of Cambridge UK) Jean Bacon (University of Cambridge UK) Olivier Hermant (MINES ParisTech FR) Cloud Docs: Secure Scalable Document Sharing on Public Clouds (CLOUD2015-2068) Surya Nepal (CSIRO Australia) Catherine Wise (CSIRO Australia) Carsten Friedrich (CSIRO Australia) Shiping Chen (CSIRO Australia) Richard Sinnott (University of Melbourne, Australia) Performance Analysis of Encryption in Securing the Live Migration of Virtual Machines (CLOUD20152069) Yaohui Hu (SUNY BInghamton US) Sanket Panhale (SUNY Binghamton US) TIanlin Li (SUNY BInghamton US) Emine Ugur Kaynar (SUNY Binghamton US) Danny Chan (SUNY BInghamton US) Umesh Deshpande (SUNY BInghamton US) Ping Yang (SUNY Binghamton US) Kartik Gopalan (SUNY BInghamton US) Applications Session 6: Secure Cloud Infrastructure (06/29 Monday, 13:00-14:00; 7.01) Session Chair: Liqiang Wang, University of Wyoming, USA Another Look at Secure Big Data Processing: A Formal Framework and Practical Approach (CLOUD2015-2070) Lei Xu (University of Houston US) Seung Hun Kim (University of Houston US) Weidong Shi (University of Houston US) Won Woo Ro (Yonsei University, Korea) Security-aware Virtual Machine Allocation in the Cloud: A Game Theoretic Approach (CLOUD2015-2071) Luke Kwiat (University of Florida, US) Charles Kamhoua (Air Force Research Laboratory, US) Kevin Kwiat (Air Force Research Laboratory US) Jian Tang (Syracuse University US) Andrew Martin (University of Oxford UK) Toward Security and Performance Certification of Open Stack (CLOUD2015-2072) Marco Anisetti (Università degli Studi di Milano IT) Claudio Agostino Ardagna (Università degli Studi di Milano IT) Ernesto Damiani (Università degli Studi di Milano IT) Filippo Gaudenzi (Università degli Studi di Milano IT) Roberto Veca (Università degli Studi di Milano IT) Applications Session 7: Secure Cloud Services (06/29 Monday, 15:30-16:30; 7.01) Session Chair: Lei Xu (University of Houston, US) 41 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Multistage OCDO: Scalable Security Provisioning Optimization in SDN-based Cloud (CLOUD2015-2073) Yosr Jarraya (Ericsson Research Security, Montreal, Canada CA) Alireza Shameli-Sendi (McGill University, Montreal, Qc, Canada) Makan Pourzandi (Ericsson Research Security, Montreal, Canada) Mohamed Cheriet (Ecole de Technologie Superieure (ETS), Montreal, Canada) Keyword Search over Shared Cloud Data without Secure Channel or Authority (CLOUD2015-2074) Yilun Wu (National University of Defense Technology; University of Toronto CA) Jinshu Su (National University of Defense Technology China) Baochun Li (University of Toronto CA) Microarchitecture-aware Virtual Machine Placement under Information Leakage Constraints (CLOUD2015-2075) Arnaud Lefray (INRIA. ENS. INSA-CVL FR) Jonathan Rouzaud-Cornabas (INSA-Lyon, LIRIS, FR) Eddy Caron (Université de Lyon. LIP Laboratory. France) Christian Toinard (INSA-CVL. LIFO.) Applications Session 8: Cloud as a Service #1 (06/30 Tuesday, 8:15-9:15; 7.01) Session Chair: Alba Cristina Magalhaes Alves de Melo, University of Brasilia, Brazil Data-Intensive HPC Tasks Scheduling with SDN to Enable HPC-as-a-Service (CLOUD2015-2076) Saba Jamalian (Bowling Green State University US) Hassan Rajaei (Bowling Green State University USA) Cost Effective, Reliable and Secure Workflow Deployment over Federated Clouds (CLOUD2015-2077) Zhenyu Wen (Newcastle University UK) Jacek Cala (Newcastle University UK) Paul Watson (Newcastle University UK) Alexander Romanovsky (Newcastle University UK) Utilizing Homomorphic Encryption to Implement Secure and Private Medical Cloud Computing (CLOUD2015-2078) Ovunc Kocabas (University of Rochester USA) Tolga Soyata (University of Rochester US) Applications Session 9: Cloud as a Service #2 (06/30 Tuesday, 9:25-10:25; 7.01) Session Chair: Alexander Lenk, Forschungszentrum Informatik, Germany Everything as a Service (XaaS) on the Cloud: Origins, Current and Future Trends (CLOUD2015-2079) Yucong Duan (Hainan University China) Chengxiang Ren (Hainan University China) Nianjun Zhou (IBM T.J Waston Research Center US) Xiaobing Sun (Yangzhou University China) Nanjangud C. Narendra (Cognizant Technology Solutions,USA) Bo Hu (Kingdee International Software Group China) Mycocloud: Elasticity through Self-organized Service Placement in Decentralized Clouds (CLOUD20152080) Daniel J. Dubois (Imperial College London UK) Giuseppe Valetto (Fondazione Bruno Kessler IT) Donato Lucia (Hewlett-Packard USA) Elisabetta Di Nitto (Politecnico di Milano, IT) Performance Metrics of Virtual Machine Live Migration (CLOUD2015-2081) Jeffrey Galloway (Western Kentucky University KY) Gabriel Loewen (University of Alabama US) Applications Session 10: Cloud Management and Operations #1 (06/30 Tuesday, 13:00-14:00; 7.01) Session Chair: Michael Melliar-Smith, University of California - Santa Barbara, USA A Rest Service Framework for Fine-Grained Resource Management in Container-Based Cloud (CLOUD2015-2082) Li Li (Huawei US) Tony Tang (Huawei US) Wu Chou (Huawei USA) Toward Optimal Resource Provisioning for Cloud Map Reduce and Hybrid Cloud Applications (CLOUD2015-2083) Arkaitz Ruiz-Alvarez (University of Virginia US) Marty Humphrey (University of Virginia US) In Kee Kim (University of Virginia US) Cloud Brokering Architecture for Dynamic Placement of Virtual Machines (CLOUD2015-2084) Dheeraj Rane (IIT Indore US) Abhishek Srivastava (IIT Indore US) Applications Session 11: Cloud Management and Operations #2(06/30 Tuesday, 15:30-16:30; 7.01) Session Chair: Keke Chen, Wright State University, USA A Constrained Genetic Algorithm for Rebalancing of Services in Cloud Data Centers (CLOUD2015-2085) Priya Krishnan Sundararajan (Carnegie Mellon University US) Eugen Feller (Ericsson Research Silicon Valley US) Julien Forgeat (Ericsson Research Silicon Valley US) Ole J. Mengshoel (Carnegie Mellon University US) 42 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA PBAD: Perception-Based Anomaly Detection System for Cloud Datacenters (CLOUD2015-2086) Jiyeon Kim (Carnegie Mellon University US) Hyong Kim (Carnegie Mellon University US) Multi-Cloud Application Design through Cloud Service Composition (CLOUD2015-2087) Kyriakos Kritikos (ICS-FORTH GR) Dimitris Plexousakis (ICS-FORTH GR) Applications Session 12: Cloud Management and Operations #3 (07/01 Wednesday, 8:15-9:15; 7.01) Session Chair: Session Chair: Stephan Reiff-Marganiec, University of Leicester, Germany VDEP: VM Dependency Discovery in Multi-tier Cloud Applications (CLOUD2015-2088) Akkarit Sangpetch (KMITL,Thailand) Hyong Kim (CMU US) Cloud Query Manager: Using Semantic Web Concepts to Avoid IaaS Cloud Lock-In (CLOUD2015-2089) Arthur Souza (Federal University of Rio Grande do Norte BR) Nélio Cacho (Federal University of Rio Grande do Norte BR) Thaís Batista (Federal University of Rio Grande do Norte BR) Frederico Lopes (Federal University of Rio Grande do Norte BR) Improving Serviceability for Virtual Clusters in Bandwidth-Constrained Datacenters (CLOUD2015-2090) Jiann-Min Ho (National Taiwan University, TW) Pi-Cheng Hsiu (ResearchCenter for Information Technology Innovation, Academia Sinica, TW) Ming-Syan Chen (Research Center for Information Technology Innovation, Academia Sinica, TW) Applications Session 13: Cloud Management and Operations #4 (07/01 Wednesday, 9:25-10:25; 7.01) Session Chair: Yucong Duan, Hainan University, China Sharing-Aware Online Algorithms for Virtual Machine Packing in Cloud Environments (CLOUD20152091) Safraz Rampersaud (Wayne State University US) Daniel Grosu (Wayne State University US) Automating Resource Selection and Configuration in Inter-Clouds through a Software Product Line Method (CLOUD2015-2092) Alessandro Leite (University of Brasilia/Université Paris-Sud FR) Vander Alves (University of Brasilia FR) Genaina Rodrigues (University of Brasilia FR) Claude Tadonki (MINES ParisTech/CRI FR) Christine Eisenbeis (INRIA Saclay/Université Paris-Sud FR) Alba Melo (University of Brasilia FR) A Xaas Savvy Automated Approach to Composite Applications (CLOUD2015-2093) Poulami Debnath (Accenture Technology Labs IN) Vibhu Saujanya Sharma (Accenture Technology Labs IN) Vikrant Kaulgud (Accenture Technology Labs US) Applications Session 14: Energy Efficient Clouds (07/01 Wednesday, 13:00-14:00; 7.01) Session Chair: Jeane Chen, Bridgepoint Education, USA HEROS: Energy-Efficient Load Balancing for Heterogeneous Data Centers (CLOUD2015-2094) Mateusz Guzek (University of Luxembourg LU) Dzmitry Kliazovich (University of Luxembourg LU) Pascal Bouvry (University of Luxembourg LU) Virtual Machine Consolidation with Usage Prediction for Energy-Efficient Cloud Data Centers (CLOUD2015-2095) Trung Hieu Nguyen (Aalto University FI) Mario Di Francesco (Aalto University FI) Antti Ylä-Jääski (Aalto University FI) Cool Cloud: A Practical Dynamic Virtual Machine Placement Framework for Energy Aware Data Centers (CLOUD2015-2096) Zhiming Zhang (Iowa State University US) Applications Session 15: Data Analytics in the Cloud #1(07/01 Wednesday, 15:30-16:30; 7.01) Session Chair: Pierre Sutra, University of Neuchâtel, Switzerland Improving the Performance of Biological Data Analysis in Cloud Computing Platforms (CLOUD2015-2097) Gustavo Tonini (UFSC BR) Frank Siqueira (UFSC BR) Scalable Euclidean Embedding for Big Data (CLOUD2015-2098) Zohreh Alavi (Wright State University USA) Sagar Sharma (Wright State University US) Lu Zhou (Wright State University US) Keke Chen (Wright State University USA) Applications Session 16: Data Analytics in Cloud #2(07/02 Thursday, 8:15-9:15; 7.01) 43 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Session Chair: Andrzej Goscinski, Deakin University, Australia The Impact of Vectorization on Erasure Code Computing in Cloud Storages- A Performance and Power Consumption Study (CLOUD2015-2099) Hsing-bung Chen (Los Alamos National Lab US) HVPI: Extending Hadoop to Support Video Analytic Applications (CLOUD2015-2100) Xiaomeng Zhao (Beijing University of Posts and Telecommunications China) Huadong Ma (Beijing University of Posts and Telecommunications,China) Haitao Zhang (Beijing University of Posts and Telecommunications,China) Yi Tang (Beijing University of Posts and Telecommunications,China) Yue Kou (Beijing University of Posts and Telecommunications,China) A Novel Competitive Penalty Model for Availability Based Cloud SLA (CLOUD2015-2101) Xiaoyong Yuan (Peking University China) Hongyan Tang (Peking University) Ying Li (Peking University,China) Tong Jia (Peking University China) Tiancheng Liu (IBM Research - China) Applications Session 17: Performance, scalability, and reliability #1(07/02 Thursday, 9:45-10:45; 7.01) Session Chair: Jinhui Yao, Xerox, USA Analytical Modeling of Reactive Autonomic Management Techniques in IaaS Clouds (CLOUD2015-2102) Dario Bruneo (Università degli Studi di Messina, Italy) Francesco Longo (Università degli Studi di Messina, Italy) Rahul Ghosh (Xerox Research Center, India) Marco Scarpa (Università degli Studi di Messina, Italy IT) Antonio Puliafito (Università degli Studi di Messina, Italy) Kishor Trivedi (Duke University, USA) Hierarchical Deployment and Control of Energy Storage Devices in Data Centers (CLOUD2015-2103) Shuo Wang (University of Southern California US) Yanzhi Wang (University of Southern California US) Xue Lin (University of Southern California US) Massoud Pedram (University of Southern California US) Performance Inference: A Novel Approach for Planning the Capacity of IaaS Cloud Applications (CLOUD2015-2104) Marcelo Gonçalves (University of Fortaleza BR) Matheus Cunha (University of Fortaleza BR) Nabor Mendonça (University of Fortaleza BR) Américo Sampaio (University of Fortaleza BR) Applications Session 18: Performance, Scalability, and Reliability #2(07/02 Thursday, 10:55-11:55; 7.01) Session Chair: Giuseppe Valetto, Fondazione Bruno Kessler, Italy EHadoop: Network I/O Aware Scheduler for Elastic Mapreduce Cluster (CLOUD2015-2105) Lenar Yazdanov (TU Dresden DE) Maxim Gorbunov (TU Dresden DE) Christof Fetzer (TU Dresden DE) Multicast Tree Repair and Maintenance in the Cloud (CLOUD2015-2106) Ayoubi Sara (Concordia University CA) Chen Yiheng (Concordia University CA) Assi Chadi (Concordia University CA)Khalifa Tarek (Qatar University, Qatar) Bashir Shaban Khaled (Qatar University ,Qatar) SLA-aware Dynamic CPU Scaling in Business Cloud Computing Environments (CLOUD2015-2107) Zhenyun Zhuang (LinkedIn Corp US) Haricharan Ramachandra (LinkedIn Corp US) Badri Sridharan (LinkedIn Corp US) Applications Session 19: Software Engineering Practice for Cloud (07/02 Thursday, 13:00-14:00; 7.01) Session Chair: Jinhui Yao, Xerox, USA Quality-driven Architectural Patterns for Self-aware Cloud-based Software (CLOUD2015-2108) Maria Salama (University of Birmingham UK) Rami Bahsoon (University of Birmingham UK) A Precise Metamodel for Open Cloud Computing Interface (CLOUD2015-2109) Philippe Merle (Inria - Lille Nord Europe FR) Olivier Barais (IRISA - Inria Rennes - Bretagne Atlantique FR) Jean Parpaillon (IRISA - Inria Rennes - Bretagne Atlantique FR) Noël Plouzeau (IRISA - Inria Rennes - Bretagne Atlantique FR) Samir Tata (Institut Mines-Telecom, Telecom SudParis, UMR ChinaRS Samova FR) SLO-aware Deployment of Web Applications Requiring Strong Consistency Using Multiple Clouds (CLOUD2015-2110) Chenhao Qu (University of Melbourne Australia) Rodrigo Calheiros (University of Melbourne Australia) Rajkumar Buyya (University of Melbourne Australia) Applications Session 20: Cloud Applications #1 (07/02 Thursday, 8:15-9:15; Metropolis Room (2F)) Session Chair: Xuanzhe Liu, Peking University, China 44 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA A Context Sensitive Offloading Scheme for Adaptive Mobile Cloud Computing Service (CLOUD2015-2111) Bowen Zhou (University of Melbourne, Australia) Amir Dastjerdi (University of Melbourne, Australia) Rodrigo Calheiros (University of Melbourne, Australia) Satish Srirama (University of Tartu, EE) Rajkumar Buyya (University of Melbourne, Australia) SNACS: Social Network-Aware Cloud Assistance for Online Propagated Video Sharing (CLOUD2015-2112) Haitao Li (Simon Fraser University CA) Yanfang Le (Simon Fraser University US) Feng Wang (The University of Mississippi US) Jiangchuan Liu (Simon Fraser University CA) Ke Xu (Tsinghua University China) Simulation Runner: A Cloud-Based Parallel and Distributed HPC Platform (CLOUD2015-2113) Zhenbang Liu (Shanghai Jiao Tong University China) Hengming Zou (Shanghai Jiao Tong University China) Wenming Ye (Microsoft Research China) Applications Session 21: Cloud Applications #2(07/02 Thursday, 9:45-10:45; Metropolis Room (2F)) Session Chair: Hong Zhu, Oxford Brookes University, UK Iterative Hadoop MapReduce-based Subgraph Enumeration in Network Motif Analysis (CLOUD2015-2114) Vartika Verma (University Of Washington, US) Paul Kwon (University Of Washington, US) Wooyoung Kim (University Of Washington, US) A MapReduce Algorithm for Polygon Retrieval in Geospatial Analysis (CLOUD2015-2115) Qiulei Guo (University of Pittsburgh US) Balaji Palanisamy (University of Pittsburgh US) Hassan Karimi (University of Pittsburgh US) Cloud-Based Control: A Multi-Tenant, Horizontally Scalable Soft-PLC (CLOUD2015-2116) Thomas Goldschmidt (ABB Corporate Research DE) Mahesh-Kumar Murugaiah (ABB Corporate Research, TU Dortmund, DE) Christian Sonntag (TU Dortmund, DE) Bastian Schlich (ABB Corporate Research DE) Sebastian Biallas (RWTH Aachen DE) Peter Weber (ABB Corporate Research DE) Applications Session 22: Cloud Applications #3 (07/02 Thursday, 10:55-11:55; Metropolis Room (2F)) Session Chair: John Miller, University of Georgia, USA QoE Driven Server Selection for VoD in the Cloud (CLOUD2015-2117) Chen Wang (Carnegie Mellon University US) Hyong Kim (Carnegie Mellon University US) Ricardo Morla (Faculdade de Engenharia da Universidade do Porto) Dynalize: Dynamic Analysis of Mobile Apps in a Platform-as-a-Service Cloud (CLOUD2015-2118) Pablo Graubner (University of Marburg GE) Lars Baumgärtner (University of Marburg GE) Patrick Heckmann (University of Marburg GE) Marcel Müller (University of Marburg GE) Bernd Freisleben (University of Marburg GE) Cloud Standby Deployment: A Model-Driven Deployment Method for Disaster Recovery in the Cloud (CLOUD2015-2119) Alexander Lenk (Forschungszentrum Informatik, Germany) Applications Session 23: Systems Software and Hardware (07/02 Thursday, 13:00-14:00; Metropolis Room (2F)) Session Chair: Ephraim Feig, USA Performance Measurement and Interference Profiling in Multi-tenant Clouds (CLOUD2015-2120) Anthony Ayodele (University of Colorado, US) Terrance Boult (University of Colorado, USA) Jia Rao (University of Colorado, US) A Hardware/Software Approach for Mitigating Performance Interference Effects in Virtualized Environments Using SR-IOV (CLOUD2015-2121) Andre Richter (Technische Universität München DE) Christian Herber (Technische Universität München DE) Stefan Wallentowitz (Technische Universität München DE) Thomas Wild (Technische Universität München DE) Andreas Herkersdorf (Technische Universität München DE) CLOUD Short Paper Track Short Paper Session 1: Cloud Elasticity (06/27 Saturday; 9:00—10:00; 7.04) Session Chair: Fan Jing Meng, IBM Research - China 45 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Cost-Aware Elastic Cloud Provisioning for Scientific Workloads (CLOUD2015-2122) Ryan Chard (Victoria University of Wellington NZ) Kyle Chard (Computation Institute, University of Chicago & Argonne National Laboratory US) Kris Bubendorfer (Victoria University of Wellington NZ) Ravi Madduri (Computation Institute, University of Chicago & Argonne National Laboratory US) Ian Foster (Computation Institute, University of Chicago & Argonne National Laboratory US) Budget Constrained Execution of Multiple Bag-of-Tasks Applications on the Cloud (CLOUD2015-2123) Long Thai (University of St Andrews GB) Blesson Varghese (University of St Andrews GB) Adam Barker (University of St Andrews GB) EP Cloud Flow: Load Prediction and Migration Optimizations for EPC Network on Cloud (CLOUD20152124) Hoang Minh Nguyen (KR) Seong Hoon Kim (KR) Dinh Tuan Le ( KR) Sehyeon Heo ( KR) Janggwan Im ( KR) Daeyoung Kim (KR) Optimizing Cloud Data Center Energy Efficiency via Dynamic Prediction of CPU Idle Intervals (CLOUD2015-2125) Lide Duan (University of Texas at San Antonio US) Dongyuan Zhan (AMD US) Justin Hohnerlein (University of Texas atSan Antonio US) Scalable Network Traffic Classification Using Distributed Support Vector Machines (CLOUD2015-2126) Do Le Quoc (TU Dresden, Germany) Valerio D’Alessandro (University of Naples Federico IT) Byungchul Park (University of Toronto, CA) Christof Fetzer (TU Dresden, Germany) Towards Migratable Elastic Virtual Clusters on Hybrid Clouds (CLOUD2015-2127) Amanda Calatrava (Universitat Politècnica de València ES) Germán Moltó (Universitat Politècnica de València ES) Eloy Romero (Universitat Politècnica de València ES) Miguel Caballer (Universitat Politècnica de València ES) Carlos de Alfonso (Universitat Politècnica de València ES) Short Paper Session 2: Cloud Evaluation and QoS (06/27 Saturday; 10:15—11:15; 7.04) Session Chair: Evaluation of A Tenant Level Checkpointing Technique for SaaS Applications (CLOUD2015-2128) Hong Zhu (Oxford Brookes University, UK) Basel Yousef (Oxford Brookes University, UK) Muhammad Younas (Oxford Brookes University, UK GB) Cloud Analytics for Wireless Metric Prediction - Framework and Performance (CLOUD2015-2129) Zulfiquar Sayeed (Alcatel-Lucent US) Qi Liao(Alcatel-Lucent US)Sameer Sharma (Alcatel-Lucent US) Dave Faucher (Alcatel-Lucent US) Edward Grinshpun (Alcatel-Lucent USA) Evaluation of Influencing Factors in an Impact Analysis Methodology for the Adoption of Cloud-based Services (CLOUD2015-2130) Radhika Garg (Univeristy of Zurich, Switzerland CH) Burkhard Stiller (Univeristy of Zurich, Switzerland CH) Cloud Application HA Using SDN to Ensure QoS (CLOUD2015-2131) Srinivasan Dwarakanathan (NICTA ,Australia) Len Bass (NICTA ,Australia) Liming Zhu (NICTA,AU) Experimental Proof: Data Remanence in Cloud VMs (CLOUD2015-2132) Bushra Albelooshi (B. AlBelooshi US) Khaled Salah (K. Salah AE) Thomas Martin (T. Martin) Ernesto Damiani (E. Damiani) Networking Architecture for Seamless Cloud Interoperability (CLOUD2015-2133) Anna Levin (IBM Research IL) Katherine Barabash (IBM Research IL) Yaniv Ben-Itzhak (IBM Research IL) Sergey Guenender (IBM Research IL) Liran Schour (IBM Research IL) Short Paper Session 3: Cloud as a Service (06/27 Saturday; 11:20-12:20; 7.04) Session Chair: Qingyang Wang, Louisiana State University - Baton Rouge, USA Toward Automatically Deducing Key Device States for the Live Migration of Virtual Machines (CLOUD2015-2134) Guodong Zhu (University of Georgia US) Kang Li (University of Georgia US) Yibin Liao (University of Georgia US) Cloud Services Brokerage: A Survey and Research Roadmap (CLOUD2015-2135) Adam Barker (University of St Andrews GB) Blesson Varghese (University of St Andrews GB) Long Thai (University of St Andrews GB) Subgraph Matching for Resource Allocation in the Federated Cloud Environment (CLOUD2015-2136) Atakan Aral (Istanbul Technical University TR) Tolga Ovatman (Istanbul Technical University TR) Towards Automated Workflow Deployment in the Cloud Using TOSCA (CLOUD2015-2137) 46 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Rawaa Qasha (Newcastle University, UK) Jacek Cala (Research Associate, Newcastle University, UK) Paul Watson (Newcastle University, UK) EdgeX: Edge Replication for Web Applications (CLOUD2015-2138) Hemant Saxena (University of Waterloo CA) Kenneth Salem (University of Waterloo CA) MILP-based Approach for Efficient Cloud IaaS Resource Allocation (CLOUD2015-2139) Khaled Metwally (University of Ottawa CA) Abdallah Jarray (University of Ottawa CA) Ahmed Karmouch (University of Ottawa CA) Short Paper Session 4: Data Management in the Cloud (06/27 Saturday; 13:30-14:30; 7.04) Session Chair: Liping Zhao, The University of Manchester, UK K-Feed, A Data Oriented Approach to Application Performance Management in Cloud (CLOUD2015-2140) Saeed Zareian (York University USA) Rodrigo Veleda (York University US) Mark Shtern (York UniversityUSA) Hamoun Ghanbari (York University US) Marin Litoiu (York UniversityUSA) Manish Garg (IIT Patna ,India) SS Cloud: A Smart Storage for Distributed DaaS on the Cloud (CLOUD2015-2141) Nader Mohamed (AE) Mariam Al Nuaimi (US) Jameela Al-Jaroodi (US) A Novel Parallel Computation Model with Efficient Local Memory Management for Data-intensive Applications (CLOUD2015-2142) Ahmed Absi (Dongseo University KR) Dae-Ki Kang (Dongseo University KR) Runtime Composition for Extensible Big Data Processing Platforms (CLOUD2015-2143) Kosaku Kimura (Fujitsu Laboratories Ltd. JP) Yoshihide Nomura (JP) Yuka Tanaka (Fujitsu Laboratories Ltd. JP) Hidetoshi Kurihara (JP) Rieko Yamamoto (JP) A Knowledge-base driven Solution for Smart Cloud Management (CLOUD2015-2144) Pierfrancesco Bellini (DINFO, University of Florence IT) Daniele Cenni (DINFO, University of Florence IT) Paolo Nesi (DINFO, University of Florence IT) Towards Mobile Opportunistic Computing (CLOUD2015-2145) Abderrahmen Mtibaa (Carnegie Mellon Univ. US) Khaled Harras (Carnegie Mellon Univ. US) Karim Habak (Georgia Institute of Technology GE) Mostafa Ammar (Georgia Institute of Technology US) Ellen Zegura (Georgia Institute of Technology US) Short Paper Session 5: Cloud Infrastructure and Applications (06/27 Saturday; 14:40-15:40; 7.04) Session Chair: Teemu Kanstren, VTT Designing a Distributed Design Exploration Framework in the Inter-Cloud Environment (CLOUD20152146) Masaharu Munetomo (Hokkaido University JP) Tomoya Abe (Hokkaido University JP) DLG-Hypertree: A Low-Diameter, Server-Centric Datacenter Network Architecture (CLOUD2015-2147) Lin Gui (National University of Defense Technology China) Rui Shen (National University of Defense TechnologyChina) Dawei Feng (National University of Defense Technology China) Yuxing Peng (National University of Defense Technology China) Wei Liu (Beijing University of Posts and Telecommunications China) Adhoc Cloud Computing (CLOUD2015-2148) Gary McGilvary (The University of Edinburgh US) Adam Barker (University of St Andrews US) Malcolm Atkinson (The University of Edinburgh US) PLAG: Practical Landmark Allocation for Cloud Geolocation (CLOUD2015-2149) Maziar Foutohi (University of Alabama at Birmingham US) Abhishek Anand (University of Alabama at Birmingham US) Ragib Hasan (University of Alabama at Birmingham US) A Cloud-Based Platform for Supporting Research Collaboration (CLOUD2015-2150) Andrew McGregor (Carleton University CA) Don Bennett (Solana Networks) Shikharesh Majumdar (Carleton UniversityCA) Biswajit Nandy (Solana Networks) Orlando Melendez (Carleton University CA) Marc St-Hilaire (Carleton University CA) David Lau (Carleton University CA) Jie Liu (Carleton University CA) Short Paper Session 6: Cloud Security (06/27 Saturday; 16:10-17:10; 7.04) Session Chair: Nuno Laranjeiro, University of Coimbra, Portugal A Semantic Approach to Cloud Security and Compliance (CLOUD2015-2151) Amit Hendre ( US) Karuna Joshi ( US) Encrypted SVM for Outsourced Data Mining (CLOUD2015-2152) Wei Zhang (Nanyang Technological University China) 47 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Opportunities in Using a Secure Element to Increase Confidence in Cloud Security Monitoring (CLOUD2015-2153) Teemu Kanstren (VTT) Sami Lehtonen (VTT) Hilkka Kukkohovi (VTT) Privacy Preserving Data Integration across Autonomous Cloud Services (CLOUD2015-2154) Samer Ghafour (Lyon1 University US) Parisa Ghodous (Lyon1 University US) Christine Bonnet (Lyon1 University France) Software Rejuvenation Based Fault Tolerance Scheme for Cloud Applications (CLOUD2015-2155) Jing Liu (Inner Mongolia University China) Jiantao Zhou (Inner Mongolia University China) Rajkumar Buyya (The University of Melbourne Australia) CLOUD Visionary Track CLOUD 2015 Visionary Session 1(06/28 Sunday, 14:55-15:55; 7.04) Session Chair: Calton Pu, Georgia Tech, USA Big Data – Security and Privacy (CLOUD2015-2156) Elisa Bertino (Purdue University US) Industry Cloud: A Driver for Enterprise Transformation (CLOUD2015-2157) Ajay Mohindra (IBM US) Daniel Dias (IBM US) Realizing the Potential of IoT Using Software-Defined Ecosystems (CLOUD2015-2160) Manish Parashar (Rutgers University US) Moustafa AbdelBaky (Rutgers University US) Mengsong Zou (Rutgers University) Ali Reza Zamani (Rutgers University) Javier Diaz-Montes (Rutgers University US) CLOUD 2015 Visionary Session 2 (06/29 Monday, 9:25-10:25; 7.04) Session Chair: Hemant Jain, University of Wisconsin–Milwaukee, USA Clouds for Masses - Toward Ubiquitous and Transparent Clouds (CLOUD2015-2159) Andrzej Goscinski (Deakin University, Austranlia) Philip Church (Deakin University Australia) Protecting Critical Cloud Infrastructures with Predictive Capabilities (CLOUD2015-2158) Stephen Yau (Arizona State University, USA) Arun Balaji Buduru (Arizona State University, USA) Vinjith Nagaraja (Arizona State University, USA) Database Security: Past, Present and Future (CLOUD2015-2161) Bhavani Thuraisingham (University of Texas, Dallas, USA) 48 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Third International Conference on Mobile Services (MS 2015) MS Research Track Research Session 1: Location Awareness (06/28 Sunday, 8:15-9:15; 4.04/4.05) Session Chair: Onur Altintas, Toyota Research, Japan Location and Context-based Microservices for Mobile and Internet of Things Workloads (MS2015-3001) Peter Bak (IBM Research - IL) Roie Melamed (IBM Research - IL) Dany Moshkovich (IBM Research - IL) Yuval Nardi (IBM Research - IL) Harold Ship (IBM Research - IL) Avi Yaeli (IBM Research - IL) Where Am I: Energy Efficient Positioning Using Partial Textual Signatures (MS2015-3002) Quoc Duy Vo (SUNY, Korea) Darius Coelho (SUNY, Korea) Klaus Mueller (SUNY, Korea) Pradipta De (SUNY ,Korea) Using Mobile Services Based on SNS to Recommend Who, How and When to Collaborate (MS2015-3003) Yanchun Sun (Peking University China) Xiwei Zhuang (Peking University , China,China) Kui Wei (Peking University , China,China) Xudong Shan (Peking University, China,China) Tianyuan Jiang (Peking University , China,China) Research Session 2: Mobile Service Personalization (06/28 Sunday, 12:30-13:30; 4.04/4.05) Session Chair: Nimish Radia, Ericsson, USA End Users' Perception of Hybrid Mobile Apps in the Google Play Store (MS2015-3004) Ivano Malavolta (Gran Sasso Science Institute, IT) Stefano Ruberto (Gran Sasso Science Institute, IT) Tommaso Soru (University of Leipzig GE) Valerio Terragni (The Hong Kong University of Science and Technology China) VDHM: Viewport-DOM based Heat Maps as a Tool for Visually Aggregating Web Users' Interaction Data from Mobile and Heterogeneous Devices (MS2015-3005) Fabrizio Lamberti (Politecnico di Torino IT) Gianluca Paravati (Politecnico di Torino, IT) POEM: Establishing A Personal On-demand Execution Environment for Mobile Cloud Applications (MS2015-3006) Huijun Wu (China) Dijiang Huang (China) Research Session 3: Mobile Service Delivery (06/28 Sunday, 14:55-15:55; 4.04/4.05) Session Chair: Michael Melliar-Smith, University of California - Santa Barbara, USA Delivering Mobile Cloud Services to the User: Description, Discovery, and Consumption (MS2015-3007) Michael O'Sullivan (University College Cork, IE) Dan Grigoras (University College Cork, Cork, Ireland IE) Lightweight Mobile Web Service Provisioning for Sensor Mediation (MS2015-3008) Mohan Liyanage (University of Tartu, Tartu, Estonia EE) Chii Chang (University of Tartu, Estonia EE) Satish Narayana Srirama (University of Tartu, Estonia, EE) LinkPeek: A Link Outage Resilient IP Packet Forwarding Mechanism for 6LoWPAN/RPL Based Low Power and Lossy Networks (LLNs) (MS2015-3009) Malati Hegde, Anand SVR, Lohith Yagatera, Sathya Narasimman Tiagaraj Research Session 4: Mobile Service Framework (06/29 Monday, 13:00-14:00; 4.04/4.05) Session Chair: Nadeem Jamali, University of Saskatchewan, Canada Andro Lyze: A Distributed Framework for Efficient Android App Analysis (MS2015-3010) Lars Baumgärtner (University of Marburg GE) Pablo Graubner (University of Marburg GE) Nils Schmidt (University of Marburg GE) Bernd Freisleben (University of Marburg GE) Distributed Architecture for Mobile Contextual Integrated Field Work Applications (MS2015-3011) Roberto Silva Filho (GE Global Research, GE) Anuj Tewari (GE Global Research, GE) Share Sens: An Approach to Optimizing Continuous Mobile Sensing Workloads (MS2015-3012) Ahmed Abdel Moamen (University of Saskatchewan, CA) Nadeem Jamali (University of Saskatchewan CA) 49 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Research Session 5: Mobile Service Security (06/29 Monday, 15:30-16:30; 4.04/4.05) Session Chair: Louise Moser, University of California - Santa Barbara, USA Secu Wear: An Open Source, Multi-component Hardware/Software Platform for Exploring Wearable Security (MS2015-3013) Matthew Hale (University of Nebraska US) Dalton Ellis (University of Nebraska US) Rose Gamble (University of Tulsa,US) Charles Walter (University of Tulsa USA) Jessica Lin (University of Tulsa USA) Physically Unclonable Digital ID (MS2015-3014) Sung Choi (Sandia National Laboratories US) David Zage (Sandia National Laboratories US) Yung Ryn Choe (Sandia National Laboratories US) Brent Wasilow (Sandia National Laboratories US) Mobile Data Fusion from Multiple Tracking Sensors to Augment Maritime Safety (MS2015-3015) Evangelos Sakkopoulos (Hellenic Open University, Greece) Emmanouil Viennas (University of Patras, Greece) Mersini Paschou (University of Patras , Greece) Marina Ioannou (University of Patras , Greece) Vassiliki Gkantouna (University of Patras, Greece) Athanasios Tsakalidis (University of Patras , Greece) Efrosyni Sourla (University of Patras , Greece) Giannis Tzimas (Technological Educational Institute of Western Gree, Greece) Spyridon Sioutas (Ionian University, Greece) Research Session 6: Mobile Service Applications (06/30 Tuesday, 8:15-9:15; 4.04/4.05) Session Chair: Onur Altintas, Toyota Research, Japan MLaaS: A Cloud System for Mobile Micro Learning in MOOC (MS2015-3016) Geng Sun (University of Wollongong Australia) Tingru Cui (University of Wollongong Australia) Shiping Chen (CSIRO Australia) William Guo (Central Queensland University Australia) Jun Shen (University of Wollongong Australia) Knowledge for a Longer Life: Development Impetus for Energy-efficient Smartphone Applications (MS2015-3017) Ronny Hans (TU Darmstadt DE) Daniel Burgstahler (TU Darmstadt DE) Alexander Mueller (TU Darmstadt DE) Manuel Zahn (TU Darmstadt DE) Dominik Stingl (TU Darmstadt DE) Exploiting Adaptive Multi-interface Selection to Improve QoS and Cost-efficiency of Mobile Video Streaming (MS2015-3018) Seonghoon Moon (Yonsei University US) Juwan Yoo (Yonsei University US) Songkuk Kim (Yonsei University USA) Security and Privacy for Mobile Services (SPMS) Session 1: (06/29 Monday, 8:15-9:15; 4.04/4.05) Session Chair: Stephen S. Yau, Arizona State University, USA Secure Snaps: A New Forward Secrecy Cryptosystem for Self-destructing Messages in Mobile Services (MS2015-3019) Yan Zhu (USTB China) Liguang Yang (USTB, China) Di Ma (University of Michigan-Dearborn USA) Pri We: Recommendation for Privacy Settings of Mobile Apps based on Crowdsourced Users’ Expectations (MS2015-3020) Rui Liu (The Hong Kong Polytechnic University China) Jiannong Cao (The Hong Kong Polytechnic University China) Lei Yang (The Hong Kong Polytechnic University China) Kehuan Zhang (Chinese University of Hong Kong China) One-pass Anonymous Key Distribution in Batch for Secure Real-time Mobile Services (MS2015-3021) Wei Wang (University of Science and Technology, China) Peng Xu (University of Science and Technology, China) Laurence Tianruo Yang (Huazhong University of Science and Technology, China) Session 2: (06/29 Monday, 9:25-10:25; 4.04/4.05) Session Chair: Laurence T. Yang, St. Francis Xavier University, Canada Ultralightweight RFID Reader-Tag Mutual Authentication Revisited (MS2015-3022) Yu-Chung Huang (National Central University) Jehn-Ruey Jiang (National Central University) Privacy Protection for Perceptual Applications on Smartphones (MS2015-3023) Kao Zhao (Huazhong University of Science and Technology China) Deqing Zou (Huazhong University of Science and Technology China) Hai Jin (Huazhong University of Science and Techn China) Zhangbiaoge Tian (Huazhong University of 50 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Science and Technology China) Weizhong Qiang (Huazhong University of Science and Technology China) Weiqi Dai (Huazhong University of Science and Technology China) An Empirical Analysis of Contemporary Android Mobile Vulnerability Market (MS2015-3024) Keman Huang (Tianjin University, China), Jia Zhang (Carnegie Mellon University, USA), Wei Tan (IBM T.J. Watson Research Center, USA), Zhiyong Feng (Tianjin University, China) Mobile Application Quality (MAQ) Session 1: Modeling and Development for Mobile Applications (06/30 Tuesday, 9:25-10:25; 4.04/4.05) Session Chair: Shang-Pin Ma, National Taiwan Ocean University, Taiwan State-Driven and Brick-Based Mobile Mashup (MS2015-3025) Shang-Pin Ma (National Taiwan Ocean University TW) Yang-Sheng Ma (National Taiwan Ocean University TW) WenTin Lee (National Kaohsiung Normal University TW) The Study of Cloud-Based Testing Platform for Android (MS2015-3026) Jong Yih Kuo (National Taipei University of Technology TW) Wei Ting Yu (National Taipei University of Technology TW) Improving Resource Utilization of a Cloud-Based Testing Platform for Android Applications (MS20153027) Chien-Hung Liu (National Taipei University of Technology TW) Shu-Ling Chen (Southern Taiwan University of Science and Technology TW) Woei-Kae Chen (National Taipei University of Technology TW) Session 2: Mobile Application Quality Assurance (06/30 Tuesday, 13:00-14:00; 4.04/4.05) Session Chair: Ci-Wei Lan, IBM, Taiwan Code Coverage Measurement for Android Dynamic Analysis Tools (MS2015-3028) Chun-Ying Huang (National Taiwan Ocean University TW) Ching-Hsiang Chiu (National Taiwan Ocean University TW) Chih-Hung Lin (Institute for Information Industry TW) Han-Wei Tseng (National Taiwan Ocean University TW) Applying Genetic Programming for Time-aware Dynamic QoS Prediction (MS2015-3029) Yang Syu (National Taipei University of Technology TW) Yong-Yi Fanjiang (Fu Jen Catholic University TW Jong-Yih Kuo (National Taipei University of Technology TW) Shang-Pin Ma (National Taiwan Ocean University TW) A Study of a Life Logging Smartphone App and Its Power Consumption Observation in Location-based Service Scenario (MS2015-3030) Fu-Ming Huang (Academia Sinica TW) Yu Hsiang Huang (Academia Sinica TW) Christopher Szu (Academia Sinica China) Addison Y.S. Su (National Central University TW) Meng Chang Chen (Academia Sinica TW) Yeali S. Sun (National Taiwan University TW) Mobile Cloud Computing and Mobile Social Network (MCCSN) Session 1: (07/01 Wednesday, 8:15-9:15; 4.04/4.05) Session Chair: Ruisheng Shi, Beijing University of Posts and Telecommunications, China A Latent Group Model for Group Recommendation (MS2015-3031) Jing Shi (Beijing University of Posts and Telecommunications China) Bin Wu (Beijing University of Posts and Telecommunications China) Xiuqin Lin (Beijing University of Posts and Telecommunications China) Fast Search to Detect Communities by Truncated Inverse PageRank in Social Networks (MS2015-3032) Fei Jiang (Peking University China) Yang Yang (Peking University, China) Shuyuan Jin (Institute of Computing Technology, China) Jin Xu (Peking University, China) Tracking Public Concerns: How Mobile Service Providers Understand Their Users?) (MS2015-3033) Bin Zhou (Professor China) Lei Deng (Dr.China) Jingze Li (China) Session 2: (07/01 Wednesday, 9:25-10:25; 4.04/4.05) Session Chair: Shaojie Tang, University of Texas at Dallas, USA Diffusion of Information in Mobile Social Networks: A Brief Survey (MS2015-3034) 51 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Qipeng Yao (Beijing University of Posts and Telecommunications, China) Ruisheng Shi (Beijing University of Posts and Telecommunications, China) Chuan Zhou (Chinese Academy of Sciences, Beijing, China China) Efficient Sensor Placement Optimization for Early Detection of Contagious Outbreaks in Mobile Social Networks (MS2015-3035) Chuan Zhou (Chinese Academy of Sciences China) Ruisheng Shi (Beijing University of Posts and Telecommunications China) Java Script Offloading for Web Applications in Mobile-Cloud Computing (MS2015-3036) Meihua Yu (Peking University China) Gang Huang (Peking University China) Xudong Wang (Peking University China) Ying Zhang (Peking University China) Xiangqun Chen (Peking University China) Data Management for Mobile Computing beyond Mobile Phones (DMCC) Session 1: (06/30 Tuesday, 15:30-16:30; 4.04/4.05) Session Chair: Karthik Gomadam, Accenture Technology Labs, USA Mobile Cloud Enabled Sensor Services: Opportunities, Challenges and Approaches (MS2015-3037) Victor Lawson (Georgia Gwinnett College US) Vinay Kumar (University of Georgia) Lakshmish Ramaswamy (University of Georgia) Linked Enterprise Data Model and Its Use in Real Time Analytics and Context-Driven Data Discovery (MS2015-3038) Kunal Taneja (Accenture Technology Labs US) Qian Zhu (Accenture Technology Labs) Teresa Tung (Accenture Technology Labs US) Desmond Duggan (Accenture Technology Labs) Knowledge-driven Personalized Contextual mHealth Service for Asthma Management in Children (MS2015-3039) Pramod Anantharam (Wright State University ---) Tanvi Banerjee (Wright State University) Amit Sheth (Wright State University) Krishnaprasad Thirunarayan (Wright State University) Surendra Marupudi (Wright State University) Vaikunth Sridharan (Wright State University) Shalini G Forbis (Wright State University Boonshoft School of Medicine) Services for the Ubiquitous Web (Ubiquitous) Session 1: (07/02 Thursday, 10:55-11:55; 4.02/4.03) Session Chair: Michael Sheng, The University of Adelaide, Australia DIANE -- Dynamic IoT Application Deployment (MS2015-3040) Michael Vögler (Vienna University of Technology AT) Johannes Schleicher (Vienna University of Technology AT) Christian Inzinger (Vienna University of Technology AT) Schahram Dustdar (Vienna University of Technology AT) Urban Mobility Sensing Analysis through a Layered Sensing Approach (MS2015-3041) Kassio Machado (Universidade Federal de Minas Gerais BR) Thiago Silva (Universidade Federal de Minas Gerais, BR) Pedro Olmo (Universidade Federal de Minas Gerais, BR) Eduardo Cerqueira (Universidade Federal de Minas GeraisBR) Antonio Loureiro (Universidade Federal de Minas Gerais BR) Semantic Gateway as a Service architecture for IoT Interoperability (MS2015-3042) Pratikkumar Desai (Imbue Inc.) Amit Sheth (Kno.e.sis, Wright State University US) Pramod Anantharam (Kno.e.sis, Wright State University US) Session 2: (07/02 Thursday, 13:00-14:00; 4.02/4.03) Smart Fabric – An Infrastructure-Agnostic Artifact Topology Deployment Framework (MS2015-3043) Johannes M. Schleicher (Vienna University of Technology AT) Michael Vögler (Vienna University of Technology AT) Christian Inzinger (Vienna University of Technology AT) Schahram Dustdar (Vienna University of Technology) A Mobile Money Solution for Illiterate Users (MS2015-3044) Woldmariam Mesfin (Addis Ababa University) Tor-Morten Grønli (Westerdals Oslo ACT) Gheorghita Ghinea (Brunel University GB) Muhammad Younas (Oxford Brookes University GB) A Mobile Matchmaker for Resource Discovery in the Ubiquitous Semantic Web (MS2015-3045) Michele Ruta (Politecnico di Bari) Floriano Scioscia (Politecnico di Bari) Eugenio Di Sciascio (Politecnico di Bari) 52 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Mobile Services in Healthcare (Healthcare) Session (07/01 Wednesday, 13:00-14:00; 4.04/4.05) Session Chair: Wenbing Zhao, Cleveland State University, USA Personal Health Monitoring Using a Smart Phone (MS2015-3046) Louise Moser (University of California, US) Peter Michael Melliar-Smith (University of California, US) Mobile Crowd Sensing Based Services for Tinnitus Assessment, Therapy and Research (MS2015-3047) Rüdiger Pryss (Ulm University DE) Manfred Reichert (Ulm University DE) Berthold Langguth (University of Regensburg DE) Winfried Schlee (University of Regensburg DE) Mobile Augmented Reality and IoT (MAR-IoT) Session (07/01 Wednesday, 15:30-16:30; 4.04/4.05) Session Chair: Tim Cheng, University of California - Santa Barbara Orientational Spatial Part Modeling for Fine-Grained Visual Categorization (MS2015-3048) Hantao Yao (Institute of Computing Technology, CAS China) Shiliang Zhang (NEC Labs America, US) Fei Xie (Xin Hua News Agency China) Yongdong Zhang (Institute of Computing Technology, CAS ,China) Dongming Zhang (Institute of Computing Technology, CAS China) Yu Su (Xin Hua News Agency China) Qi Tian (University of Texas at San AntonioChina) Tracklet-to-tracklet Person Re-identification by Attributes with Discriminative Latent Space Mapping (MS2015-3049) Chi Su (National Engineering Laboratory for Video Technology, Peking University China) Fan Yang (University of Maryland, College Park China) Guangxiao Zhang (University of Maryland, College Park China) Qi Tian (University of Texas at San Antonio China) Wen Gao (Peking University China) Larry Davis (University of Maryland, College Park China) PHI Net: A Plug-N-Play Content-Centric Testbed Framework for Health-Internet of Things (MS20153050) Clint Seales (Troy University US) Trung Do (Troy University US) Eugene Belyi (Troy University US) Suman Kumar (Troy University US) The Emergence of Mobile Services and its Management Session (07/01 Wednesday, 15:30-16:30; 4.02/4.03) Session Chair: Hao Hu, Nanjing University, China Efficient Service-oriented Encapsulation of Multi-granularity Heterogeneous Resources (MS2015-3051) Kun You (The 28th Research Institute of China Electronics Technology Group Corporation China) Zhide Xun (The 28th Research Institute of China Electronics Technology Group Corporation) Feng Ding (The 28th Research Institute of China Electronics Technology Group Corporation) Scheduling Management for Multiple Real-Time Data over On-Demand Mobile Environments (MS20153052) Ding-Jung Chiang (Taipei Chengshih University of Science and Technology TW) Ching-Sheng Wang (Aletheia University) Chien-Liang Chen (Aletheia University TW) Wen-Jay Lo (Exploration and Development Research Institute, CPC Corporation) Safety-Range Aware Mobile Composite Service Skyline (MS2015-3053) Yu Du (Nanjing University, China China) Hao Hu (Nanjing University, China) Wei Song (Nanjing University of Science and Technology, China) Yuhao Gong (Nanjing University, China) Jian Lü (Nanjing University, China) MS Applications Track Applications Session 1: Data Management (07/02 Thursday, 8:15-9:15; 4.04/4.05) Session Chair: Bedir Tekinerdogan, Wageningen University, The Netherlands Enabling Medical Data Exchanges in Unstable Mobile Architectures (MS2015-3054) Richard Lomotey (University of Saskatchewan CA) Ralph Deters (University of Saskatchewan CA) 53 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA P2P Key-Value Storage Synchronization Workflow for Agronomic Data Management (MS2015-3055) Richard Lomotey (University of Saskatchewan CA) Ralph Deters (University of Saskatchewan CA) Sinh Pham (University of Saskatchewan CA) Wen Fu (University of Saskatchewan CA) Privacy-Aware Human Motion Tracking with Realtime Haptic Feedback (MS2015-3056) Wenbing Zhao (Cleveland State University US) Deborah Deborah (Cleveland State University US) Ann Reinthal (Cleveland State University US) Beth Ekelman (Cleveland State University US) Glenn Goodman (Cleveland State University US) Joan Niederriter (Cleveland State University US) Applications Session 2: Resource Management and Optimization (07/02 Thursday, 9:45-10:45; 4.04/4.05) Session Chair: Keman Huang, Tianjin University, China Self-Adaptation to Mobile Resources in Service Oriented Architecture (MS2015-3057) Nour Ali (University of Brighton GB) Carlos Solis (Paddy Power) Impact of Http Pipelining Mechanism for Web Browsing Optimization (MS2015-3058) Kai Shuang (Beijing University of Posts & Telecommunications China) Tong Zhang (Beijing University of Posts & Telecommunications China) Web Service Migration Using the Analytic Hierarchy Process (MS2015-3059) M. Mohanned Kazzaz (Brno University of Technology CZ) Marek Rychly (Brno University of Technology CZ) Applications Session 3: Mobile Service QoS and Applications (07/02 Thursday, 10:55-11:55; 4.04/4.05) Session Chair: Ephraim Feig, USA Evaluating Crowd Sourced Navigation for the Visually Impaired in a Virtual Environment (MS2015-3060) Wai Khoo (The City College of New York, US) Greg Olmschenk (The City College of New York US) Zhigang Zhu (The City College of New York US) Tony Ro (The City College of New York US) An IoT Service Framework for Smart Home: Case Study on HEM (MS2015-3061) Li Xue (Harbin Institute of Technology China) Nie Lanshun (Harbin Institute of Technology China) Chen Shuo (Harbin Institute of Technology China) Xiaofei Xu (Harbin Institute of Technology China) Dechen Zhan (Harbin Institute of Technology China) A Quantitative Assessment of Performance in Mobile App Development Tools (MS2015-3062) Michiel Willocx (KU Leuven, Technology Campus Ghent BE) Jan Vossaert (KU Leuven, Technology Campus Ghent BE) Vincent Naessens (KU Leuven, Technology Campus Ghent, BE) MS Short Paper Track Short Paper Session 1: Mobile Service Enhancement (06/29 Monday, 13:00-14:00; Metropolis Room (2F)) Session Chair: Keman Huang, Tianjin University, China Optimal Placement of Relay Nodes in K-Tier Heterogeneous LTE Networks (MS2015-3063) SeungSeob Lee (Yonsei University, Seoul, Korea KR) HyunDong Kim (Yonsei University, Seoul, Korea) SuKyoung Lee (Yonsei University, Seoul, Korea) Exploiting Unique Characteristics of Mobile Backend Services to Recommend Right Ones (MS2015-3064) Guangtai Liang (IBM Research - China) Lijun Mei (IBM Research - China China) Shaochun Li (IBM Research China) Liang Chen (Zhejiang University China) An Audio and Image-based On-Demand Content Annotation Framework for Augmenting the Video Viewing Experience on Mobile Devices (MS2015-3065) Valentina Gatteschi (Politecnico di Torino IT) Fabrizio Lamberti (Politecnico di Torino IT) Andrea Sanna (Politecnico di Torino IT) Claudio Demartini (Politecnico di Torino IT) Mobility State Based Routing Method in Vehicular Ad-hoc Network (MS2015-3066) KyeongDeuk Park (Yonsei University, Seoul, Korea KR) HyunDong Kim (Yonsei University, Seoul, Korea) SuKyoung Lee (Yonsei University, Seoul, Korea) SHSM: A Service Middleware for Smart Home (MS2015-3067) Xiaodong Wang (Ocean University of China) Xiaowei Xu (Ocean University of China China) Ye Tao (Qingdao University of Science and Technology China) 54 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Twelfth International Conference on Services Computing (SCC2015) SCC Research Track Research Session 1: Service Tolerance (06/28 Sunday, 8:15-9:15, 3.04/3.05) Session Chair: Kaliappa Ravindran, City University of New York, USA Cascading Failure Tolerance in Large Scale Service Networks (SCC2015-4001) Kemas M.Lhaksmana (Kyoto University JP) Yohei Murakami (Kyoto University JP) Toru Ishida (Kyoto University JP) Delay Tolerant Harvesting of Monitoring Data for MANET-Hosted Service-Based Systems (SCC2015-4002) Petr Novotny (Imperial College London UK) Bong Jun Ko (IBM Research) Alexander L.Wolf (Imperial College London UK) Towards Fault-Tolerant Job Assignment in Vehicular Cloud (SCC2015-4003) Puya Ghazizadeh (Millersville University US) Stephan Olariu (Old Dominion University US) Aida Ghazi Zadeh (Old Dominion University US) Samy El-Tawab (James Madison University US) Research Session 2: Service Reputation (06/28 Sunday, 12:30-13:30, 3.04/3.05) Session Chair: Paul P. Maglio, University of California, Merced, USA Dynamic Sliding Window Model for Service Reputation (SCC2015-4004) Xin Zhou (Kyoto University, Japan) Toru Ishida (Kyoto University, Japan) Yohei Murakami (Unit of Design, Kyoto University JP) Towards Robust Reputation System Based on Clustering Approach (SCC2015-4005) Xin Zhou (Kyoto University, Japan)) Shigeo Matsubara (Kyoto University, Japan) Efficient Computing Composite Service Skyline with QoS Correlations (SCC2015-4006) Yu Du (Nanjing University, China China) Hao Hu (Nanjing University, China) Wei Song (Nanjing University of Science and Technology, China) Junhua Ding (East Carolina University, USA) Jian Lü (Nanjing University, China) Research Session 3: Service Composition I (06/28 Sunday, 14:55-15:55, 3.04/3.05) Session Chair: Incheon Paik, University of Aizu, Japan Business Rule Driven Composite Service Optimisation and Selection (SCC2015-4007) Jun Yan (University of Wollongong Australia) Hao Gao (University of Wollongong Australia) Yi Mu (University of Wollongong Australia) Automated Online Service Composition (SCC2015-4008) Felix Mohr (University of Paderborn DE) Alexander Jungmann, Hans Kleine Büning MDP and Machine Learning-Based Cost-Optimization of Dynamic Resource Allocation for Network Function Virtualization (SCC2015-4009) Runyu Shi (Dell US) Jia Zhang (Carnegie Mellon University - Silicon Valley US) Wenjing Wu (Dell US) Qihao Bao (Carnegie Mellon University - Silicon Valley US) Xiatao Jin (Carnegie Mellon University - Silicon Valley US) Chenran Gong (Carnegie Mellon University - Silicon Valley US) Qihao Zhu (Carnegie Mellon University - Silicon Valley US) Chang Yu (Carnegie Mellon University - Silicon Valley US) Steven Rosenberg Research Session 4: Service Applications (06/29 Monday, 8:15-9:15, 3.04/3.05) Session Chair: Liping Zhao, The University of Manchester, UK Managing the Heterogeneity and Dynamism in Hybrid Mobile Applications (SCC2015-4010) Philippe Lalanda (Grenoble University, France) Clément EScoffier (Grenoble University, France) Towards Risk-Aware Planning of Service Delivery Operations (SCC2015-4011) Mitesh Vasa (IBM Research Labs) Ashok Jadatharan (IBM Research Labs) Biplav Srivastava (IBM Research Labs IN) Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems (SCC2015-4012) 55 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Qiang He (Swinburne University of Technology Australia) Xiaoyuan Xie (Swinburne University of Technology,Austrilia) Feifei Chen (Swinburne University of Technology Australia) Yanchun Wang (Swinburne University of Technology AU) Rajesh Vasa (Swinburne University of Technology Australia) Yun Yang (Swinburne University of Technology Australia) Hai Jin (Huazhong University of Science and Technology China) Research Session 5: Service Composition II (06/29 Monday, 9:25-10:25, 3.04/3.05) Session Chair: Kenman Huang, Tianjin University, China Formal Verification of Runtime Compensation of Web Service Compositions: A Refinement and Proof Based Proposal with Event-B (SCC2015-4013) Guillaume Babin (INPT-ENSEEIHT/IRIT FR) Yamine Ait Ameur (INPT-ENSEEIHT/IRIT FR) Marc Pantel (INPTENSEEIHT/IRIT FR) Policy-Aware Optimization of Parallel Execution of Composite Services (SCC2015-4014) Mai Xuan Trang (Kyoto University JP) Yohei Murakami (Design School, Kyoto University, JP) Toru Ishida (Kyoto University JP) Reconfiguration of Service Failures in DAMASCo Using Dynamic Software Product Lines (SCC2015-4015) Javier Cubo (University of Malaga ES) Nadia Gamez (University of Malaga ES) Ernesto Pimentel (University of Malaga ES) Lidia Fuentes (University of Malaga ES) Research Session 6: IoT and Mobile Services (06/29 Monday, 13:00-14:00, 3.04/3.05) Session Chair: Wei Song, Nanjing University of Science and Technology, China BuddyThing: Browsing as a Service for the Internet of Things (SCC2015-4016) Nam K.Giang (KAIST, S.Korea) Minkeun Ha (KAIST, S.Korea) Daeyoung Kim (KAIST, S.Korea) A Middleware for Discovering Proximity-Based Service-Oriented Industrial Internet of Things (SCC20154017) Chii Chang (University of Tartu EE) Satish Srirama (University of Tartu EE) Jakob Mass (University of Tartu EE) Towards Service Description for Mobile Environments (SCC2015-4018) Rohit Verma (Indian Institute of Technology Indore, India IN) Abhishek Srivastava (Indian Institute of Technology Indore, India) Research Session 7: Business Processes (06/29 Monday, 15:30-16:30, 3.04/3.05) Session Chair: Ellis Solaiman, Newcastle University, UK A Semantics of Business Configurations Using Symbolic Graphs (SCC2015-4019) Nikos Mylonakis (UPC ES) Fernando Orejas (UPC, ES) José Fiadeiro (Royal Holloway University of London UK) Managing Configurable Business Process as a Service to Satisfy Client Transactional Requirements (SCC2015-4020) Scott Bourne (The University of Adelaide Australia) Claudia Szabo (The University of Adelaide,Australia) Quan Z. Sheng (The University of Adelaide,AU) Change and Compliance in Collaborative Processes (SCC2015-4021) Walid Fdhila (University of Vienna ,Austria) Stefanie Rinderle-Ma (University of Vienna,Austria) David Knuplesch (university of Ulm,Germany)Manfred Reichert (university of Ulm,Germany) Research Session 8: Service Recommendation (06/30 Tuesday, 8:15-9:15, 3.04/3.05) Session Chair: Banage T.G.S. Kumara, Sabaragamuwa University of Sri Lanka, Sri Lanka Fuzzy Authentication Using Interaction Provenance in Service Oriented Computing (SCC2015-4022) Rasib Khan (University of Alabama at Birmingham US) Ragib Hasan (University of Alabama at Birmingham US) QoS-Aware Service Recommendation for Multi-tenant SaaS on the Cloud (SCC2015-4023) Yanchun Wang (Swinburne University of Technology Australia) Qiang He (Swinburne University of Technology Australia) Yun Yang (Swinburne University of Technology AU) Personalized QoS Prediction via Matrix Factorization Integrated with Neighborhood Information (SCC2015-4024) Kesheng Qi (State Key Laboratory for Novel Software Technology, Nanjing University, China) Hao Hu (State Key Laboratory for Novel Software Technology, Nanjing University, China) Wei Song (Nanjing University of Science and Technology, China) Jidong Ge (Software Institute, Nanjing University, China) Jian Lu (State Key Laboratory for Novel Software Technology, Nanjing University, China) 56 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Research Session 9: Cloud Services (06/30 Tuesday, 9:25-10:25, 3.04/3.05) Session Chair: Junbo Wang, University of Aizu, Japan Towards Efficient Greedy Allocation Schemes for Double-Sided Cloud Markets (SCC2015-4025) Sergei Chichin (Swinburne Australia) Quoc Bao Vo (Swinburne, Australia) Ryszard Kowalczyk (Swinburne,Australia) A Hierarchical Security-Auditing Methodology for Cloud Computing (SCC2015-4026) Zhuobing Han (Tianjin University, China) Xiaohong Li (Tianjin University, China) Eleni Stroulia (University of Alberta, Canada) Software-Defined Service Networking: Runtime Sharing with Performance Differentiation in Multitenant SaaS Applications (SCC2015-4027) Indika Kumara (Swinburne University of Technology Australia) Jun Han (Swinburne University of Technology AU) Alan Colman (Swinburne University of Technology Australia) Malinda Kapuruge (Swinburne University of Technology Australia) Research Session 10: Service Policy (06/30 Tuesday, 13:00-14:00, 3.04/3.05) Sessoin Chair: Antonella Longo, Università of Salento, Italy Privacy Scoring of Social Network Users as a Service (SCC2015-4028) B.S.Vidyalakshmi (University of New South Wales and CSIRO, Sydney, Australia) Raymond K.Wong (University of New South Wales and National ICT Australia ---) Chi-Hung Chi (CSIRO Tasmania, Australia) Automated Policy Combination for Data Sharing across Multiple Organizations (SCC2015-4029) Li Duan (Beijing University of Posts & Telecommunications, China) Shiping Chen (CSIRO, Australia) Yang Zhang (Beijing University of Posts & Telecommunications, China) Chunhong Liu (Beijing University of Posts & Telecommunications, China) Dongxi Liu (CSIRO, Australia) Renping Liu (CSIRO, Australia) Junliang Chen (Beijing University of Posts & Telecommunications, China) Supporting Temporal Aspects of SLA Establishment in Auto SLAM Framework (SCC2015-4030) Mohan Baruwal Chhetri (Swinburne University of Technology US) Quoc Bao Vo (Swinburne University of Technology US) Ryszard Kowalczyk (Swinburne University of Technology US) SCC A3SC A3SC Session 1(06/27 Saturday; 9:00-10:00; 3.04/3.05) Session Chair: Wei Zhou, CSIRO, Australia Building the Computational Virtual Reality Environment for Anaesthetists’ Training and Practice (SCC2015-4031) Jing He () Roozbeh Zarei, Jie Cao, Kersi Taraporewalla, Michale Steyn, André van Zundert, Guangyan Huang, Haolan Zhang, and Chi-Hung Chi A Personal Healthcare System with Inference-as-a-Service (SCC2015-4032) Hyun Jung La (SmartyLab Corporation ---) Moon Kwon Kim (Soongsil University KR) Soo Dong Kim (Soongsil University KR) A Data as a Product Model for Future Consumption of Big Stream Data in Clouds (SCC2015-4033) Guangyan Huang (Deakin University Australia) Jing He (Victoria University AU) Chi-Hung Chi (CSIRO Australia) Wanlei Zhou (Deakin University, AU) Yanchun Zhang (Victoria University Australia) A3SC Session 2(06/27 Saturday; 10:15-11:15; 3.04/3.05) Session Chair: Can Wang, CSIRO, Australia A New Meta-heuristic Approach for Efficient Search in the Internet of Things (SCC2015-4034) Mohammad Ebrahimi (Sharif University of Technology,Iran) Elaheh ShafieiBavani (UNSW ,Australia) Raymond K.Wong (UNSW & NICTA ,AU) Chi-Hung Chi (CSIRO Australia) Scalable Sentiment Analysis for Microblogs Based on Semantic Scoring (SCC2015-4035) Asso Hamzehei (UNSW & NICTA,Austrilia) Mohammad Ebrahimi (Shahid Beheshti University ,Iran) Elahe Shafiee (UNSW ,Austrilia) Raymond K.Wong (UNSW & NICTA ,Austrilia) Fang Chen (UNSW &NICTA,Austrilia) 57 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA SCC IoT IoT Session 1(06/27 Saturday; 9:00-10:00; 3.02/3.03) Session Chair: Ravindran Kaliappa, City University of New York, USA Recent Trends in Internet of Things (IoT) with Applications in Supply Chain and Smart Manufacturing (SCC2015-4036) Jeffrey Tew (TCS Innovation Lab, USA) Rajeev Shorey (TCS Innovation Lab, Cincinnati, USA) Ravikumar Karumanchi (TCS Innovation Lab, Cincinnati, USA) FAIoT: Towards Building a Forensics Aware Eco System for the Internet of Things (SCC2015-4037) Shams Zawoad (University of Alabama at Birmingham AL) Ragib Hasan (University of Alabama at Birmingham US) IoT Session 2(06/27 Saturday; 10:15-11:15; 3.02/3.03) Session Chair: Baek-Young Choi, University of Missouri - Kansas City, USA Health Monitoring and Management Using Internet-of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges (SCC2015-4038) Moeen Hassanalieragh (University of Rochester US) Alex Page (University of Rochester US) Tolga Soyata (University of Rochester US) Gaurav Sharma (University of Rochester USA) Mehmet Aktas (University of Rochester US) Gonzalo Mateos()Burak Kantarci (Clarkson University US) Silvana Andreescu (Clarkson University US) Effective Opportunistic Crowd Sensing IoT System for Restoring Missing Objects (SCC2015-4039) Sejun Song (UMKC US) Sunae Shin (UMKC US) Younghwan Jang (UMKC US) Kenneth Lee (UMKC US) Baek-Young Choi (UMKC US) Cloud Mat: Context-Aware Personalization of Fitness Content (SCC2015-4040) Kuk Jin Jang (University of Pennsylvania US) Jungmin Ryoo (University of Pennsylvania, US) Orkan Telhan (University of Pennsylvania USA) Rahul Mangharam (University of Pennsylvania US) IoT Session 3 (06/27 Saturday; 11:20-12:20; 3.02/3.03) Session Chair: Rajeev Shorey, National University of Singapore CyPhyS+: A Reliable and Managed Cyber-Physical System for Old-age Home Healthcare over a 6LoWPAN Using Wearable Motes (SCC2015-4041) Haresh Dagale (IISc,India) S.V.R.Anand (IISc,India) Neeraj Purohit (IISc,India) M.K. Supreeth (IISc,India) Gurinder Singh Gill (IISc ,India) V.Ramya (IISc,India) Akshay Shastry (IISc ,India) Malati Hegde (IISc,India) Y.S.Lohith, Sathya Narasimman, P.Surya A Decentralized Locality-preserving Context-Aware Service Discovery Framework for Internet of Things (SCC2015-4042) Juan Li (North Dakota State University US) Nazia Zaman (North Dakota State University,USA) Honghui Li (College of Computer and Information Engineering China) A Classification of Trust Computation Models for Service-Oriented Internet of Things Systems (SCC20154043) Jia Guo (Virginia Tech US) Ing-Ray Chen (Virginia Tech US) SCC OERaS OERaS Session 1(06/27 Saturday; 13:30-14:30; 3.04/3.05) Session Chair: Jun Shen, University of Wollongong, Australia Workflow-Based Service Selection under Multi-constraints (SCC2015-4044) Chao Xia (Tsinghua University China) Chi-Hung Chi (CSIRO Australia) Raymond Wong (University of New South Wales UK) Andreas Wombacher (University of Twente ,Netherlands) Luis F. Pires (University of Twente ,Netherlands) Marten van Sinderen (University of Twente ,Netherlands) Chen Ding (Ryerson University ,Canada) Towards an Online Service for Learning Computational Thinking Using Scientific Workflows (SCC20154045) Aravind Mohan (Wayne State University US) Shiyong Lu (Wayne State University US) Ke Zhang 58 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA SCC DMBD Session 1 (06/27 Saturday; 11:20-12:20; 3.04/3.05) Session Chair: Yu Lei, Inner Mongolia University, China Hierarchical Clustering Using Homogeneity as Similarity Measure for Big Data Analytics (SCC2015-4046) Yunwei Zhao (Tsinghua University China) Chi-Hung Chi (CSIRO Australia) Chen Ding (Ryerson University,Canada) Raymond Wong (University of New South Wales ,UK) Wei Zhao, and Can Wang Applying Analytics to Improve Hardware and Software Maintenance Support Services (SCC2015-4047) Zhou Xin (IBM Research - China) Li Feng (IBM Research - China) Qi Cheng Li (IBM Research - China China) Soumitra (Ronnie) Sarkar (IBM Thomas J. Watson Research Center - NY US) Mining Service Social Relations Based on Service Network Modeling and Analyzing (SCC2015-4048) Qi Gu (Shanghai Jiao Tong University China) Jian Cao (Shanghai Jiao Tong University China) Yuanjie Li SCC Applications Track Applications Session 1 – Data Management (06/28 Sunday, 8:15-9:15; 3.11) Session Chair: Jinhui Yao, Xerox, USA On Developing and Deploying Large-File Upload Services of Personal Cloud Storage (SCC2015-4049) Huan Chen (Kingdee International Software Group, China) Liang-Jie Zhang (Kingdee International Software Group, China) Bo Hu (Kingdee International Software Group, China) Si-Zhe Long (Kingdee International Software Group, China) Li-Hui Luo (Kingdee International Software Group, China) Architecting a Software-Defined Storage Platform for Cloud Storage Service (SCC2015-4050) Ming-Jen Huang (ProphetStor Data Services, Inc.China) Chun-Fang Huang (ProphetStor Data Services, Inc. China) Wen-Shyen Eric Chen (ProphetStor Data Services, Inc. China) Data Services for Carpooling Based on Large-scale Traffic Data Analysis (SCC2015-4051) Zhongmei Zhang (Tianjin University, China) Guiling Wang (North China University of Technology,China) Bo Cao (North China University of TechnologyChina) YanBo Han (North China University of Technology China) Applications Session 2 – Cloud Management (06/28 Sunday, 12:30-13:30; 3.11) Session Chair: Andrzej Goscinski, Deakin University, Australia Cloud Transformation Analytics Services: A Case Study of Cloud Fitness Validation for Server Migration (SCC2015-4052) Jinho Hwang (IBM Research) Yun-Wu Huang (IBM Research)Maja Vukovic (IBM Research US) Jill Jermyn (Columbia University, Columbia) In STECHAH: An Autoscaling Scheme for Hadoop in the Private Cloud (SCC2015-4053) Xueying Wang (Fudan University Shanghai, China China) Zhihui Lu (Fudan University Shanghai, China US) Jie Wu (School of Computer Science, Fudan University Shanghai, China) Tong Zhao (Fudan University Shanghai, China) Patrick Hung (University of Ontario Institute of Technology, Canada) Classification Based Parameter Association for Non-redundant Annotation (SCC2015-4054) Xiaocao Hu (Tianjin University China) Zhiyong Feng (Tianjin University,China ), Keman Huang (Tianjin University, China), Shizhan Chen (Tianjin University, China) Applications Session 3 – Web Service Composition 1 (06/28 Sunday, 14:55-15:55; 3.11) Session Chair: Shangguang Wang, Beijing University of Posts & Telecommunications, China A Web Service Composition Method Based on Compact K2-Trees (SCC2015-4055) Jing Li (Concordia University CA) Yuhong Yan (Concordia University CA) Daniel Lemire (LICEF Research Center, TELUQ CA) A Formal Approach for Ensuring a Correct Reconfigurable Composite Service (SCC2015-4056) Imed Abbassi (ENIT, University of Tunis El Manar TN) Mohamed Graiet (ISIMM, Monastir University) Rawdha 59 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Maroui, Jlassi Sindyana, and Lazhar Hamel Predicting Service Composition Costs with Complex Cost Behavior (SCC2015-4057) Robson W. A. de Medeiros (UFPE & UFRPE BR) Nelson S. Rosa (CIN/UFPE BR) Luis Ferreira Pires (University of Twente NL) Applications Session 4 – Web Service Composition 2 (06/28 Sunday, 8:15-9:15; 3.02/3.03) Session Chair: Kosaku Kimura, Fujitsu Laboratories Ltd., Japan Analyzing the Influence of Domain Features on the Optimality of Service Composition Algorithm (SCC2015-4058) Haifang Wang (Harbin Institute of Technology, China) Xiaofei Xu (Harbin Institute of Technology,China) Zhongjie Wang (Harbin Institute of Technology China) Zhizhong Liu (Harbin Institute of Technology,China) An Approach for Multiple-Instance Based Service Composition (SCC2015-4059) Imen Graja (ReDCAD-Research laboratory, University of Sfax US) Nawal Guermouche (LAAS-ChinaRS, Univ de Toulouse, France FR) Ahmed Hadj Kacem (ReDCAD-Research laboratory, University of Sfax,USA) Khalil Drira (LAASChinaRS, Univ de Toulouse, France) Modeling and Composition of Environment-as-a-Service (SCC2015-4060) Tao Peng (University of Trento,IT) Chi-Hung Chi (CSIRO,AU) Annamaria Chiasera (Centro Ricerche IT) Giampaolo Armellin (Centro Ricerche IT) Marco Ronchetti (University of Trento IT) Cristina Matteotti (IT) Applications Session 5 – Service Monitoring (06/28 Sunday, 12:30-13:30; 3.02/3.03) Session Chair: Bo Hu, Kingdee International Software Group, China Towards a Monitoring Middleware for Cloud Services (SCC2015-4061) Priscila Cedillo (Universitat Politècnica de València ES) Javier Jimenez-Gomez (Universitat Politècnica de València ES) Silvia Abrahao (Universitat Politècnica de València ES) Emilio Insfran (Universitat Politècnica de València ES) A Meta-model for QoS Monitoring in a Dynamic Service-Component Platform (SCC2015-4062) Fábio N. Souza (Federal University of Pernambuco, Brazil) Tarcisio C. Silva (Federal University of Pernambuco, Brazil) David J. M. Cavalcanti (Federal University of Pernambuco, Brazil) Nelson S. Rosa (Federal University of Pernambuco, Brazil BR) Ricardo M. F. Lima (Federal University of Pernambuco, Brazil) Causality-Driven Performance Monitoring and Scaling Automation for Managed Solutions (SCC2015-4063) Nianjun Zhou (IBM US) Ajay Mohindra (IBM US) Applications Session 6 – X as a Service (06/28 Sunday, 14:55-15:55; 3.02/3.03) Session Chair: Ruisheng Shi, Beijing University of Posts and Telecommunications, China A Reference Architecture for a Cloud-Based Tools as a Service Workspace (SCC2015-4064) Muhammad Aufeef Chauhan (IT University of Copenhagen DK) Muhammad Ali Babar (The University of Adelaide AU) Quan Z. Sheng (The University of Adelaide Australia) UaaS: Software Update as a Service for the IaaS Cloud (SCC2015-4065) Kai Liu (Huazhong University of Science and Technology China) Deqing Zou (Huazhong University of Science and Technology China) Hai Jin (Huazhong University of Science and Techn China) A Generic Ranking Service on Scientific Datasets (SCC2015-4066) Mojgan Ghanavati (UNSW,UK) Raymond K. Wong (UNSW ,UK) Fang Chen (NICTA ,Australia) Yang Wang (NICTA ,Australia) Applications Session 7 – Service Level Agreements (06/29 Monday, 8:15-9:15; 3.11) Session Chair: Antonella Longo, Università of Salento, Italy Service Level Aware- Contract Management (SCC2015-4067) Antonella Longo (Univ. of Salento IT) Marco Zappatore (Univ. of Salento IT) Mario Bochicchio (Dept. of Innovation Engineering, Univ. of Salento,IT) Improvement of E-Contracts Accomplishments by Self-Adaptive Fuzzy Architecture (SCC2015-4068) Anderson Talon (UNICAMP US) Edmundo Roberto Mauro Madeira (UNICAMP, US) Modeling Business Insights into Predictive Analytics for the Outcome of IT Service Contracts (SCC20154069) Aly Megahed (IBM Almaden Research Center US) Guang-jie Ren (IBM Almaden Research Center,USA) Michael Firth (IBM, Australia) 60 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Applications Session 8 – Business Processes (06/29 Monday, 9:25-10:25; 3.11) Session Chair: Patrick C.K. Hung, University of Ontario Institute of Technology (UOIT), Canada QoS Modeling and Automatic Generation from SoaML Service Models for Business Process Execution (SCC2015-4070) Andrea Delgado (Instituto de Computación, Facultad de Ingeniería, Universidad de la República, Uruguay UY) Service-centric Business Model in Cloud Environment (SCC2015-4071) Tianyang Li (China) Ting He (China) Yufeng Zhang (China) Event-B Based Approach for Verifying Cloud Resource Allocation in Business Process (SCC2015-4072) Souha Boubaker (TELECOM SudParis FR) Mohamed Graiet (ISIMM, Monastir University) Walid Gaaloul (TELECOM SudParis) Nejib Ben Hadj-Alouane Applications Session 9 – Collaborative Services (06/29 Monday, 13:00-14:00; 3.11) Session Chair: Hong Zhu, Oxford Brookes University, UK MIDEP: Multiparty Identity Establishment Protocol for Decentralized Collaborative Services (SCC20154073) Rasib Khan (University of Alabama at Bimingham US) Ragib Hasan (University of Alabama at Bimingham US) Management of Collaborative Behavior through a Service-oriented Mediation System: The Case of Crisis Management (SCC2015-4074) Frederick Benaben (Mines Albi - Toulouse University ,FR) Sebastien Truptil (Mines Albi - Toulouse University FR) Matthieu Lauras (Mines Albi - Toulouse University FR) Nicolas Salatge (Mines Albi - Toulouse University FR) A Flexible Collaborative Innovation Model for SOA Services Providers (SCC2015-4075) João F. Santanna-Filho (UFSC, BR) Ricardo J. Rabelo (UFSC, BR) Alexandra A. Pereira-Klen Applications Session 10 – Quality of Service (06/29 Monday, 8:15-9:15; 3.02/3.03) Session Chair: José María García, University of Seville, Spain A Multi-criteria Based Approach for Web Service Selection Using Quality of Service (QoS) (SCC2015-4076) Amina Ahmed Nacer (Loria University of Lorraine, FR) Samir Youcef (Loria University of Lorraine France) Claude Godart (Loria University of Lorraine France FR) Kahina Bessai (CRI Paris1-Sorbonne University FR) A Ranking-Oriented Hybrid Approach to QoS-aware Web Service Recommendation (SCC2015-4077) Mingming Chen (Wuhan University ,China) Yutao Ma (Wuhan university China) Bo Hu (Kingdee International Software Group Co., Ltd. China) Liang-Jie Zhang (Kingdee International Software Group Co., Ltd.China) Applications Session 11 – IT Services (06/29 Monday, 9:25-10:25; 3.02/3.03) Session Chair: Liang-Jie Zhang, Kingdee International Software Group Co., Ltd., China Cross-Skill Training Plan Generation for Accounts in Application Management Service (AMS) (SCC20154078) Ying Li (IBM T. J. Watson Research Center US) Yichong Yu (IBM T. J. Watson Research Center US) Composable DevOps: Automated Ontology Based DevOps Maturity Analysis (SCC2015-4079) Shakil M.Khan (IBM Research) Lorraine M. Herger (IBM Research) Mathew A.McCarthy (IBM Corporation US) Brian M. Belgodere (IBM Research) Space Reduction for Contextual Transaction Trust Computation in E-Commerce and E-Service Environments (SCC2015-4080) Haibin Zhang (Macquarie University Australia) Yan Wang (Macquarie University Australia) Jian Yang (Macquarie University Australia) Applications Session 12 - Service Prediction and Assurance (06/29 Monday, 13:00-14:00; 3.02/3.03) Session Chair: Patrick Hung, University of Ontario Institute of Technology Canada 61 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA An Artificial Neural Network for Predicting Service Rating in the Presence of Rating Manipulation (SCC2015-4081) Ping Zhao (The University of Auckland NZ) Xinfeng Ye (The University of Auckland NZ) N/A Service Assurance Framework For Enterprise Task Crowdsourcing (SCC2015-4082) Chithralekha Balamurugan (Xerox Research Center India US) Shruti Kunde (Xerox Research Center ,India) Avantika Gupta (Xerox Research Center, India) Deepthi Chander (Xerox Research Center, India) Koustuv Dasgupta (Xerox Research Center, India) Automatic Discovery of Service Name Replacements Using Ledger Data (SCC2015-4083) Suppawong Tuarob (Pennsylvania State University ,US) Ray Strong (IBM Almaden Research Center) Jeannette Blomberg (IBM Almaden Research Center) Anca Chandra (IBM Almaden Research Center US) Pawan Chowdhary (IBM Almaden Research Center) Sechan Oh (IBM Almaden Research Center) Conrad S.Tucker (Pennsylvania State University USA) Applications Session 13 – Service-Oriented Architecture (06/29 Monday, 15:30-16:30; 3.02/3.03) Session Chair: Xuanzhe Liu, Peking University, China Web Service Customization Based on Service Feature Model (SCC2015-4084) Zhenlian Peng (Wuhan University China) Jian Wang, Keqing He, Mingdong Tang SLM as a Third Party Service in Cloud Environment: A Reference Framework (SCC2015-4085) Linlin You (University of Pavia IT) Gianmario Motta (University of Pavia IT) Nicola Sfondrini (BIP.-Business Integration Partners) Extension of Service-Oriented Component Models for Dynamic Environment (SCC2015-4086) Stephanie Chollet (LCIS) Philippe Lalanda (LIG) Clément Escoffier Applications Session 14 – Service Design (06/30 Tuesday, 15:30-16:30, 3.04/3.05) Session Chair: Rong Chang, IBM Research, USA & China A Design Pattern for Reliable HTTP-Based Applications (SCC2015-4087) Naghmeh Ivaki (University of Coimbra PT) Nuno Laranjeiro (University of Coimbra PT) Filipe Araujo (University of Coimbra PT) Time-aware Semantic Web Service Recommendation (SCC2015-4088) Yu Lei, Zhou Jiantao, Zhang Junxing, Wei Fengqi and Wang Juan(Inner Mongolia University, China) Applications Session 15 – Service Application (06/27 Saturday, 13:30-14:30; 3.02/3.03) Session Chair: Session Chair: Yan Wang, Macquarie University, Australia Guided Analytic Workflows through Service Composition for Population Health Studies (SCC2015-4089) Jinhui Yao (Palo Alto Research Center US) Michael Shepherd (Palo Alto Research Center US) Jing Zhou (Palo Alto Research Center US) Faming Li (Palo Alto Research Center US) Lina Fu (Palo Alto Research Center US) Dennis Quebe (Palo Alto Research Center US) Jennie Echols (Palo Alto Research Center US) Xuejin Wen (Palo Alto Research Center US) A Folksonomy-Based Social Recommendation System for Scientific Workflow Reuse (SCC2015-4090) Aravind Mohan ( US) Mahdi Ebrahimi () Shiyong Lu ( US) A Progress Advisor for IT Service Engagements (SCC2015-4091) Peifeng Yin (IBM US) Hamid Motahari Nezhad (IBM) ALY Megahed (IBM US) Taiga Nakamura (IBM) Applications Session 16 – Business Process (06/27 Saturday, 14:40-15:40; 3.02/3.03) Session Chair: Zhixiong Chen, Mercy College, USA Semantic Process Fragments Matching to Assist the Development of Process Variants (SCC2015-4092) Karn Yongsiriwit (Telecom SudParis FR) Walid Gaaloul (Telecom SudParis) Mohamed Sellami (ISEP Paris) Rondo: A Tool Suite for Continuous Deployment in Dynamic Environments (SCC2015-4093) Ozan Gunalp (Grenoble University FR) Clement Escoffier (Grenoble University FR) Philippe Lalanda (Grenoble Univeristy FR) A Tool for the Automatic Verification of BPMN Choreographies (SCC2015-4094) Ellis Solaiman (Newcastle University GB) Wenzhong Sun (Newcastle University GB) Carlos Molina-Jimenez (University of Cambridge UK) 62 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA SCC Short Paper Track Session 1: Cloud Services and Web Services (06/27 Saturday; 14:40-15:40; 3.04/3.05) Session Chair: Shangguang Wang, Beijing University of Posts & Telecommunications, China A Test-Based Incremental Security Certification Scheme for Cloud-Based Systems (SCC2015-4095) Marco Anisetti (Università degli Studi di Milano US) Claudio A. Ardagna (Università degli Studi di Milano - IT) Ernesto Damiani (Dipartimento di Informatica ---) An Intuitionistic Fuzzy Approach for Ranking Web Services under Evaluation Uncertainty (SCC20154096) George Kakarontzas (Technological Education Institute of Thessaly, Greece GR) Vassili C.s Gerogiannis (Technological Education Institute of Thessaly, Greece GR) Using Design Patterns to Improve Web Service Performance (SCC2015-4097) Yehia Elshater (School of Computing - Queen's University CA) Patrick Martin (School of Computing - Queen's University CA) Ehab Hassanein (Faculty of Computers and Information, Cairo University, Egypt) Combining Fine-Grained Analysis and Scheduling to Smooth Response Time Fluctuations in Multi-tier Services (SCC2015-4098) Shuangshuang Guo (Shandong University ,China) Lizhen Cui (Shandong University China) Shijun Liu (Shandong University China) Calton Pu (Georgia Institute of Technology US) Generating Symbolic Business Processes in Support of Evaluating Process Optimization (SCC2015-4099) Yuqun Zhang (The University of Texas at Austin US) Dewayne E.Perry (The University of Texas at Austin US) Hybrid Scheduling for Quality of Service Guarantee in Software-Defined Networks to Support Multimedia Cloud Services (SCC2015-4100) Jun Huang (Chongqing Univ of Posts & Telecom), Liqian Xu (Chongqing Univ of Posts & Telecom), Mengxi Zeng (Chongqing Univ of Posts & Telecom),Cong-Cong Xing (Nicholls State University), Qiang Duan (The Penn State University), Yuhong Yan (Concordia University, Canada) Session 2: Services Composition (06/27 Saturday; 16:10-17:10; 3.04/3.05) Session Chair: Mingdong Tang, Hunan University of Science and Technology, China Modeling and Simulating Reconfigurable Networked Service Composites (SCC2015-4101) Onyeka Ezenwoye (Georgia Regents University, USA) S. Masoud Sadjadi (Florida International University US) Wei Wang (San Diego State University, USA) Service Selection Using Service Clusters (SCC2015-4102) Zhengzhe Xiang (Zhejiang University, China US) Shuiguang Deng (Zhejiang University, China) Honghao Gao A Graph Approach for Enhancing Process Models Matchmaking (SCC2015-4103) Yacine Belhoul (CERIST, Algeria) Saïd Yahiaoui (CERIST, Algeria) Mohammed Haddad (Universite de Lyon, France) Ahmed Gater (LAMSADE - Universite Paris Dauphine) Hamamache Kheddouci (Universite de Lyon, France) Mokrane Bouzeghoub (PRISM-Universite de Versailles Saint-Quentin en Yvelines, France) A Resource-Oriented Model for Services Management and Discovering in SOA (SCC2015-4104) Aluizio Haendchen Filho (UNIFEBE - Centro Universitário de Brusque US) Hércules Antônio do Prado (UCB Catholic University of Brasília, BR) Edilson Ferneda (UCB - Catholic University of Brasília BR) Conformance Checking of Communicating Resource Systems with RAs Calculus (SCC2015-4105) Dariusz Dwornikowski (Poznań University of Technology PL) Andrzej Stroiński (Poznań University of Technology PL) Jerzy Brzeziński (Poznań University of Technology) Towards Automating Inter-Organizational Workflow Semantic Resolution (SCC2015-4106) Bradley D.Taylor (The George Washington University US) Shmuel Rotenstreich (The George Washington University) 63 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Third International Congress on Big Data (BigData Congress 2015) BigData Congress Research Track Research Session 1: - Mining 1(06/30 Tuesday, 8:15-9:15, 3.11) Session Chair: Latifur Khan, UT Dallas, USA A Parallel Distributed Weka Framework for Big Data Mining Using Spark (BigData2015-5001) Aris-Kyriakos Koliopoulos (The University of Manchester UK) Paraskevas Yiapanis (The University of ManchesterUK) Firat Tekiner (The University of Manchester UK) Goran Nenadic (The University of Manchester UK) John Keane (The University of Manchester UK) Geometrical and Topological Modelling: A Fast Computation of Spatial 3D TLS Data Selections (BigData2015-5002) Jose I. Rodrigues, Mauro Figueiredo, Ivo Silvestre, and Cristina Veiga-Pires A Study of Data Locality in YARN (BigData2015-5003) Yehia Elshater (Queen's University) Patrick Martin (Queen's University) Dan Rope (IBM, USA) Mike McRoberts (IBM, USA) Craig Statchuk (IBM, Canada) Research Session 2: Mining 2(06/30 Tuesday, 9:25-10:25, 3.11) Session Chair: Barbara Carminati, University of Insubria, Italy PaWI: Parallel Weighted Itemset Mining by Means of Map Reduce (BigData2015-5004) Elena Baralis (Informatica Politecnico di Torino IT) Luca Cagliero (Informatica Politecnico di Torino IT) Paolo Garza (Informatica Politecnico di Torino IT) Luigi Grimaudo (Informatica Politecnico di Torino IT) Distributed SPARQL over Big RDF Data: A Comparative Analysis Using Presto and MapReduce (BigData2015-5005) Mulugeta Mammo (Arizona State University US) Srividya Bansal (Arizona State University US) A GPU Based SVM Method with Accelerated Kernel Matrix Calculation (BigData2015-5006) Bo Yan (Beijing Institute of technology, China CA) Yitian Ren (Beijing Institute of technology, China CA) Zijiang Yang (Associate Professor, School of information technology, York University, Canada CA) Research Session 3: Bigdata and Social Network (06/30 Tuesday, 13:00-14:00, 3.11) Session Chair: Vladimir Hahanov, Kharkov National University of Radioelectronics, Ukraine A Clustered Approach for Fast Computation of Betweenness Centrality in Social Networks (BigData20155007) Paolo Suppa (University of Sannio It) Eugenio Zimeo (University of Sannio It) A Semantic Recommender for Micro-Blog Users (BigData2015-5008) Stefano Faralli (Sapienza University of Rome, IT) Giovanni Stilo (Sapienza University of Rome) Paola Velardi (Sapienza University of Rome) Incorporating Tie Strength in Robust Social Recommendation (BigData2015-5009) Youliang Zhong (Macquarie University) Jian Yang (Macquarie University) Robertus Nugroho (Macquarie University Australia) Research Session 4: Bigdata and Social Network (06/30 Tuesday, 15:30-16:30, 3.11) Session Chair: Peter Chen, Carnegie Mellon University, USA Can We Rank Emotions? A Brand Love Ranking System for Emotional Terms (BigData2015-5010) Andreas Kanavos (University of Patras, Greece GR) Eleanna Kafeza (Business School, Athens University of Economics and Business, Greece GR) Christos Makris (University of Patras, Greece) Matrix Inter-Joint Factorization - A New Approach for Topic Derivation in Twitter (BigData2015-5011) Robertus Nugroho (Macquarie University) Youliang Zhong (Macquarie University) Jian Yang (Maquarie University,AU) Cecile Paris (CSIRO Australia) Surya Nepal (CSIRO Australia Australia) 64 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Deriving Topics in Twitter by Exploiting Tweet Interactions (BigData2015-5012) Robertus Nugroho (Macquarie University Australia) Jian Yang (Macquarie University) Youliang Zhong (Macquarie University) Cecile Paris (CSIRO Australia) Surya Nepal (CSIRO Australia Australia) Research Session 5: Privacy (07/01 Wednesday, 8:15-9:15, 3.11) Session Chair: HyeJung Moon, Seoul National University of Science and Technology, South Korea Privacy Preserving Data Analysis in Mental Health Research (BigData2015-5013) Jingquan Li (Texas A&M University-San Antonio US) Xueying Li (University of Texas Health Science Center at San Antonio) Enabling Privacy Mechanisms in Apache Storm (BigData2015-5014) Christian Schaefer (Ericsson SE) P.M. Manoj (Ericsson) Sensitive Disclosures under Differential Privacy Guarantees (BigData2015-5015) Chao Han (SFU CA) Ke Wang (SFU) Research Session 6: Big data and Learning (07/01 Wednesday, 9:25-10:25, 3.11) Session Chair: Jingquan Li, Texas A&M University-San Antonio, USA Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction (BigData2015-5016) Hussein Mohsen (Indiana University US) Hasan Kurban (Indiana University) Kurt Zimmer (Indiana University) Mark Jenne (Indiana University) Mehmet M.Dalkilic (Indiana University) A Scalable Approach for Online Hierarchical Big Data Mining (BigData2015-5017) Muhammed O.Sayin (Bilkent University TR) N. Denizcan Vanli (Bilkent University ---) Ibrahim Delibalta (AveaLabs) Suleyman S.Kozat (Bilkent University) Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer Detection (BigData2015-5018) Huaming Chen (Lanzhou University China) Hong Zhao (Xiamen University) Jun Shen (University of Wollongong, Australia) Rui Zhou (Lanzhou University) Qingguo Zhou (Lanzhou University) Research Session 7: Query (07/01 Wednesday, 13:00-14:00, 3.11) Session Chair: Pierre Sutra, University of Neuchâtel, Switzerland CoUPE: Continuous Query Processing Engine for Evolving Graphs (BigData2015-5019) Phani Rohit Mullangi (The University Of Georgia US, USA) Lakshmish Ramaswamy (The University Of Georgia, USA) Lightweight Distributed Execution Engine for Large-Scale Spatial Join Query Processing (BigData20155020) Jianting Zhang (City Collge of New York, US) Simin You (CUNY Graduate Center US) Le Gruenwald (The University of Okalhoma US) Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data Summarization (BigData2015-5021) Duy-Hung Phan (Eurecom FR) Quang-Nhat Hoang-Xuan (Eurecom) Matteo Dell'Amico (Symantec Research Labs) Pietro Michiardi (Eurecom) Research Session 8: Big data processing (07/01 Wednesday, 15:30-16:30, 3.11) Session Chair: Dunren "Daren" Che, Southern Illinois University, USA Tree Matching Using Data Shaping (BigData2015-5022) Parijat Shukla (Iowa State University US) Arun K.Somani (Iowa State University) CEPSim: A Simulator for Cloud-Based Complex Event Processing (BigData2015-5023) Wilson A. Higashino (Western University / Universidade Estadual de Campinas CA) Miriam A. M. Capretz (Western University CA) Luiz F. Bittencourt (Universidade Estadual de Campinas BR) Research Session 9: BigData Quality (07/02 Thursday, 8:15-9:15; 3.11) Session Chair: Michael Goul, Arizona State University, USA 65 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Big Data Pre-Processing: A Quality Framework (BigData2015-5024) Ikbal Taleb (CIISE, Concordia University CA) Rachida Dssouli (CIISE, Concordia University) Mohamed Adel Serhani (CIISE, Concordia University Towards Automatic Veracity Assessment of Open Source Information (BigData2015-5025) Marianela Garcia Lozano (FOI) Ulrik Franke (FOI) Magnus Rosell (FOI) Vladimir Vlassov (KTH) Identifying Relevant Formal Concepts through the Collapse Index (BigData2015-5026) Daniel Joseph (Manchester Business School GB) Nikolay Mehandjiev (Manchester Business School) Babis Theodoulidis (Manchester Business School ---) John Davies (BT) Ian Thurlow (BT) Research Session 10: Big data Platform/framework (07/02 Thursday, 9:45-10:45; 3.11) Session Chair: Raju Vatsavai, North Carolina State University, USA Cleaning Framework for Big Data — Object Identification and Linkage (BigData2015-5027) Hong Liu (Oklahoma State University, USA) T.K.Ashwin Kumar (Oklahoma State University, USA) Johnson P.Thomas (Oklahoma State University, USA) Performance Analysis of Scheduling Algorithms for Dynamic Workflow Applications (BigData2015-5028) Chaochao Zhou () Saurabh Kumar Garg (---) Hybrid Traffic Speed Modeling and Prediction Using Real-world Data (BigData2015-5029) Rong Zhang (Zhejiang University China) Yuanchao Shu (Zhejiang University China) Zequ Yang (Zhejiang University China) Peng Cheng (Zhejiang University China) Jiming Chen (Zhejiang University China) Research Session 11: BigData Semantics (07/02 Thursday, 10:55-11:55; 3.11) Session Chair: Chen (Cherie) Ding, Ryerson University, Canada A Big Data Modeling Methodology for Apache Cassandra (BigData2015-5030) Artem Chebotko (DataStax Inc) Andrey Kashlev (Wayne State University) Shiyong Lu (Wayne State University US) Replica Placement in Multi-Tenant Database Environments (BigData2015-5031) Avrilia Floratou (IBM Research US) Jignesh M.Patel (UW-Madison) Using Semantics in Predictive Big Data Analytics (BigData2015-5032) Mustafa V.Nural (UGA US) Michael E.Cotterell (UGA) John A.Miller (UGA) Research Session 12: Analsysis on BigData Research and Platforms (07/02 Thursday, 13:00-14:00; 3.11) Session Chair: Sathish A.P. Kumar, Coastal Carolina University, USA MetaData: Big Data Research Evolving across Disciplines, Players, and Topics (BigData2015-5033) Alan L.Porter (Georgia Tech US) Ying Huang (Beijing Institute of Technology ,China) Jannik Schuehle (Karlsruhe Institute of Technology) Jan Youtie (Georgia Tech) Big Data Open Source Platforms (BigData2015-5034) Pedro Daniel Coimbra de Almeida (ISEC - Coimbra Institute of Engineering PT) Jorge Bernardino (ISEC-CISUC ---) Data Science (DS) DS Session 1: (07/02 Thursday, 8:15-9:15; 3.04/3.05) Session Chair: Kurt Zimmer, Indiana University, USA Intelligent Big Data Analysis Architecture Based on Automatic Service Composition (BigData2015-5035) T.H.A.S. Siriweera (University of Aizu Japan) Incheon Paik (University of Aizu Japan) Banage T.G.S.Kumara (University of Aizu, Japan) K.R.C.Koswatta (University of Aizu, Japan) Design and Implementation of Network Transfer Protocol for Big Genomic Data (BigData2015-5036) Mohammed Aledhari (Western Michigan University US) Fahad Saeed (Western Michigan University) The Pig Mix Benchmark on Pig, Map Reduce, and HPCC Systems (BigData2015-5037) Keren Ouaknine (Hebrew University of Jerusalem US) Scott Kirkpatrick (Hebrew University of Jerusalem) DS Session 2: (07/02 Thursday, 9:45-10:45; 3.04/3.05) Session Chair: Srividya Bansal, Arizona State University, USA 66 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Optimizing Query Prices for Data-as-a-Service (BigData2015-5038) Ana Cristina Oliveira (UFCG BR) Christof Fetzer (TU Dresden) Andre Martin (TU Dresden) Marco Spohn (UFCG) Supporting Performance Isolation in Software as a Service Systems with Rich Clients (BigData2015-5039) Alp Oral (Bilkent University TR) Bedir Tekinerdogan (Wageningen University NL) Internet Archives as a Tool for Research: Decay in Large Scale Archival Records (BigData2015-5040) Hai Nguyen (Rutgers University US) Matthew S.Weber (Rutgers University US) Big Data Research in Healthcare (BDRH) BDRH Session 1(07/01 Wednesday, 8:15-9:15, 3.04/3.05) Session Chair: Kelvin KF Tsoi, the Chinese University of Hong Kong, Hong Kong Blood Pressure Management with Data Capturing in the Cloud among Hypertensive Patients: A Monitoring Platform for Hypertensive Patients (BigData2015-5041) Benjamin Yip (The Chinese University of Hong Kong ,China) Hoyee W. Hirai(The Chinese University of Hong Kong)Yong-Hong Kuo (The Chinese University of Hong Kong HK) Helen M. Meng (The Chinese University of Hong Kong) Samuel Wong (The Chinese University of Hong Kong) Kelvin K.F. Tsoi (The Chinese University of Hong Kong HK) Indoor Air Monitoring Platform and Personal Health Reporting SystemBig Data Analytics for Public Health Research (BigData2015-5042) Kin-Fai Ho (The Chinese University of Hong Kong) Hoyee W. Hirai(The Chinese University of Hong Kong)Yong-Hong Kuo (The Chinese University of Hong Kong HK) Helen M. Meng (The Chinese University of Hong Kong) Kelvin K.F. Tsoi (The Chinese University of Hong Kong HK) Embracing Big Data for Simulation Modelling of Emergency Department Processes and Activities (BigData2015-5043) Yong-Hong Kuo (The Chinese University of Hong Kong HK,China) Janny M.Y. Leung (Chinese University of Hong Kong) Kelvin K.F. Tsoi (The Chinese University of Hong Kong HK) Helen M. Meng (The Chinese University of Hong Kong) Colin A. Graham (The Chinese University of Hong Kong) BDRH Session 2(07/01 Wednesday, 9:25-10:25, 3.04/3.05) Session Chair: Jeffrey Tsai, Asia University, Taiwan Risk-adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress) (BigData2015-5044) Xin Lai (The Chinese University of Hong Kong ,China) Liu Liu (Sichuan Normal University, China) Paul B.S. Lai (The Chinese University of Hong Kong) Kelvin Tsoi (The Chinese University of Hong Kong HK) Haitian Wang (The Chinese University of Hong Kong) Ka Chun Chong (The Chinese University of Hong Kong) Benny Zee (The Chinese University of Hong Kong) Patient Flow Evaluation with System Dynamic Model in an Emergency Department: Data Analytics on Daily Hospital Records (BigData2015-5045) Marc Chong (The Chinese University of Hong Kong) Maggie Wang (The Chinese University of Hong Kong) Benny Zee (The Chinese University of Hong Kong) Fung Hong (The Chinese University of Hong Kong) EK Yeoh (The Chinese University of Hong Kong) Eliza Wong (The Chinese University of Hong Kong) Carrie Yam (The Chinese University of Hong Kong) Patsy Chau (The Chinese University of Hong Kong) Kelvin Tsoi, Colin Graham Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets (BigData2015-5046) Maggie Haitian Wang (The Chinese University of Hong Kong) Kelvin Tsoi (The Chinese University of Hong Kong HK) Xin Lai (The Chinese University of Hong Kong) Marc Chong (The Chinese University of Hong Kong) Benny Zee (The Chinese University of Hong Kong) Tian Zheng (The Chinese University of Hong Kong) Shaw-Hwa Lo (The Chinese University of Hong Kong) Inchi Hu (The Hong Kong University of Science and Technology,China) Shenzhen Satellite Session Shenzhen Satellite Session 1(07/02 Thursday, 10:55-11:55; 3.02/3.03) Session Chair: Bo Hu, Kingdee International Software Group, China 67 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA An Approach to Social Relationship Ranking on Internet-based Social Platforms by Tempo-spatial Data Mining Using Location Prediction Technique (BigData2015-5047) Chao Ma (Wuhan University China) Yinda Wang (Wuhan Universit China) Haowen Liu (Wuhan University China) Hao Gui (Wuhan University China) Weiping Zhu (Wuhan University China) Xiaochuan Shi (Wuhan University China) Xuhui Li (Wuhan University China) Optimization Approach to Depot Location in Car Sharing Systems with Big Data (BigData2015-5048) Xiaolu Zhu (Beijing University of Posts and Telecomm China) Jinglin Li (Beijing University of Posts and Telecomm) Zhihan Liu (Beijing University of Posts and Telecomm) Fangchun Yang (Beijing University of Posts and Telecomm) Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural Network (BigData2015-5049) Dingsheng Wan () Yan Xiao (China) Pengcheng Zhang (China) Hareton Leung () An Effective Process Mining Approach against Diverse Logs Based on Case Classification (BigData20155050) Liqin Yang (Shanghai University China) Guosheng Kang(Fudan University Shanghai, China) Weigang Cai (Shanghai University of Traditional Chinese Medicine) Qiang Zhou (Shanghai University of Traditional Chinese Medicine) Taipei Satellite Session Taipei Satellite Session 1(07/01 Wednesday, 13:00-14:00, 3.04/3.05) Session Chair: Patrick C.K. Hung, University of Ontario Institute of Technology (UOIT), Canada Web Service Recommendations Based on Time-aware Bayesian Networks (BigData2015-5051) Victor W.Chu (UNSW & NICTA, UK) Raymond K.Wong (UNSW & NICTA) Fang Chen (UNSW & NICTA) Chi-Hung Chi (CSIRO) Crowdsourcing Service Design for Social Enterprise Insight Innovation (BigData2015-5052) Wei-Feng Tung (FJU) Guillaume Jordann () Effects of Word Assignment in LDA for News Topic Discovery (BigData2015-5053) Chuen-Min Huang (National Yunlin University of Science and Technology TW, China) Cheng-Yi Wu (National Yunlin University of Science and Technology) Taipei Session 2 (07/01 Wednesday, 15:30-16:30, 3.04/3.05) Session Chair: Hemant Jain, University of Wisconsin–Milwaukee, USA Using Big Data for Profiling Heavy Users in Top Video Apps (BigData2015-5054) Chieh-Hsin Liao (Chunghwa Telecom Laboratories TW, China) Yu-Heng Lei (Chunghwa Telecom Laboratories TW) Kai-Yu Liou (Chunghwa Telecom Laboratories) Jian-Shing Lin (Chunghwa Telecom Laboratories) Hsiao-Feng Yeh (Chunghwa Telecom Laboratories) Machine Learning-Based Configuration Parameter Tuning on Hadoop System (BigData2015-5055) Chi-Ou Chen () Ye-Qi Zhuo (TW, China) Chao-Chun Yeh () Che-Min Lin () Sequence-Growth: A Scalable and Effective Frequent Itemset Mining Algorithm for Big Data Based on MapReduce Framework (BigData2015-5056) Yen-hui Liang (National Dong Hwa University TW) Shiow-yang Wu (National Dong Hwa University) BigData Congress Application Track Applications Session 1: Big Data & Health (06/30 Tuesday, 8:15-9:15, 3.02/3.03) Session Chair: Jeffrey Tsai, Asia University, Taiwan Big Data Analytics Framework for System Health Monitoring (BigData2015-5057) Brian Xu (Honeywell Aerospace US) Sathish Alampalayam Kumar (Coastal Carolina University US) Predictive Modeling for Comfortable Death Outcome Using Electronic Health Records (BigData2015-5058) 68 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Muhammad Kamran Lodhi (University of Illinois at Chicago US) Rashid Ansari (University of Illinois at Chicago) Yingwei Yao (University of Illinois at Chicago) Gail M. Keenan (University of Florida) Diana J. Wilkie (University of Florida) Ashfaq A.Khokhar (University of Illinois at Chicago) H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision Making (BigData20155059) Ashraf Abusharekh (Dalhousie University, CA) Samuel A.Stewart (Dalhousie University) Nima Hashemian(Dalhousie University)Syed Sibte Raza Abidi (Dalhousie University CA) Applications Session 2: BigData & Network Management (06/30 Tuesday, 9:25-10:25, 3.02/3.03) Session Chair: Suzanne McIntosh, Cloudera Inc. and New York University, USA Design and Realization of Cognitive Routing Resource Using Big Data Analysis in SDN (BigData2015-5060) Hongyan Cui(Beijing University of Posts and Telecommunications) Yuchen Zhang (Beijing University of Posts and Telecommunications) Chenhang Ma (Beijing University of Posts and Telecommunications) Wei Lai (Beijing University of Posts and Telecommunications) Norman C. Beaulieu (Beijing University of Posts and Telecommunications) Stanislav Sobolevsky (MIT US) Yunjie Liu (Beijing University of Posts and Telecommunications) Enteriprise Search with Development for Network Management System (BigData2015-5061) MingXue Wang (Ericsson IE) Robin Grindrod (Ericsson) Jimmy O'Meara (Ericsson) Mikel Zuzuarregui (AIT) Eloy Martinez (AIT) Enda Fallon (AIT) Toa: A Web Based Network Flow Data Monitoring System at Scale (BigData2015-5062) José Ortiz-Ubarri (University of Puerto Rico US) Humberto Ortiz-Zuazaga (University of Puerto Rico US) Albert Maldonado (University of Puerto Rico US) Eric Santos (University of Puerto Rico US) Jhensen Grullón (University of Puerto Rico US) Applications Session 3: Distributed Processing (06/30 Tuesday, 13:00-14:00, 3.02/3.03) Session Chair: Louise Moser, University of California - Santa Barbara, USA K-means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments (BigData2015-5063) Jeyhun Karimov (Ms TR) Murat Ozbayoglu (Phd) Erdogan Dogdu Greft: Arbitrary Fault-Tolerant Distributed Graph Processing (BigData2015-5064) Daniel Presser (Universidade Federal de Santa Catarina (UFSC) BR) Lau Cheuk Lung (Universidade Federal de Santa Catarina (UFSC)) Miguel Correia (Instituto Superior Técnico, Universidade de Lisboa) Nimbus: Tuning Filters Service on Tweet Streams (BigData2015-5065) Chien-An Lai, Jim Donahue, Calton Pu Applications Session 4: Social Network (06/30 Tuesday, 15:30-16:30, 3.02/3.03) Session Chair: Jingquan Li, Texas A&M University-San Antonio, USA A Preliminary Approach to Domain-Based Evaluation of Users’ Trustworthiness in Online Social Networks (BigData2015-5066) Bilal Abu Salih (Curtin University Australia) Pornpit Wongthongtham (Curtin University) Seyed-Mehdi-Reza Beheshti (University of New South Wales) Dengya Zhu (Curtin University) Efficient Algorithms for Social Network Coverage and Reach (BigData2015-5067) Deepak Puthal (UTS & CSIRO) Surya Nepal (CSIRO Australia) Cecile Paris (CSIRO) Rajiv Ranjan (CSIRO) Jinjun Chen (UTS Australia) How to Choose a Recommender System: Insights and Experiences for Large-scale User Personalization (BigData2015-5068) Rohit Parimi (KSU US) Tomas Trepka (KSU) Doina Caragea (KSU ---) Cody Bennett (KSU US) Applications Session 5: Social media (07/01 Wednesday, 8:15-9:15, 3.02/3.03) Session Chair: Surya Nepal, CSIRO, Australia Alexandria: Extensible Framework for Rapid Exploration of Social Media (BigData2015-5069) Fenno F. Heath III, (IBM Research) Richard Hull (IBM Research) Elham Khabiri (IBM Research)Matthew Riemer (IBM Research) Noi Sukaviriya (IBM Research) Roman Vaculin (IBM Research) A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising (BigData2015-5070) 69 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Roberto Saia (University of Cagliari, IT) Ludovico Boratto (University of Cagliari) Salvatore Carta (University of Cagliari) Big Data Driven Cyber Analytic System (BigData2015-5071) Vladimir Hahanov, Wajeb Gharibi, Svetlana Chumachenko, Eugenia Litvinova Applications Session 6: Image Processing (07/01 Wednesday, 9:25-10:25, 3.02/3.03) Session Chair: Incheon Paik, University of Aizu, Japan Proof of Storage for Video Deduplication in the Cloud (BigData2015-5072) Fatema Rashid (Ryerson University) Ali Miri (Ryerson University) Isaac Woungang (Ryerson University CA) Hadoop Image Processing Framework (BigData2015-5073) Sridhar Vemula (Oklahoma State University US) Christopher Crick (Oklahoma State University US) A Scalable Complex Pattern Mining Framework for Global Settlement Mapping (BigData2015-5074) Ranga Raju Vatsavai (NC State University) Applications Session 7: Big Data Application (07/01 Wednesday, 13:00-14:00, 3.02/3.03) Session Chair: Tony Shan, Chief Technologist Study on Corporate Governance of Stock Market in Korea: Network Analysis with Relationship of Major Shareholders (BigData2015-5075) Hyejung Moon (SeoulTech University KR) JangHo Park (SeoulTech University ---) SungKyung Kim (SeoulTech University) Application-Specific Evaluation of No SQL Databases (BigData2015-5076) John Klein (Software Engineering Institute US) Ian Gorton (Software Engineering Institute) Neil Ernst (Software Engineering Institute) Patrick Donohoe (Software Engineering Institute) Kim Pham (US Army Medical Research and Material Command) Chrisjan Matser (US Army Medical Research and Material Command) Optigrow: People Analytics for Job Transfers (BigData2015-5077) Dennis Wei (IBM) Kush R.Varshney (IBM US) Marcy Wagman (IBM) Applications Session 8: Optimization (07/01 Wednesday, 15:30-16:30, 3.02/3.03) Session Chair: Latifur Khan, UT Dallas, USA Energy Signature Analysis: Knowledge at Your Fingertips (BigData2015-5078) Andrea Acquaviva (Politecnico di Torino,IT) Daniele Apiletti (Politecnico di Torino) Antonio Attanasio (Politecnico di Torino, Istituto Superiore Mario Boella IT) Elena Baralis (Politecnico di Torino) Lorenzo Bottaccioli (Politecnico di Torino) Federico Boni Castagnetti (IREN Energia Torino) Tania Cerquitelli (Politecnico di Torino) Silvia Chiusano (Politecnico di Torino) Enrico Macii (Politecnico di Torino,) Dario Martellacci (IREN Energia Torino, Dario.); Edoardo Patti (Politecnico di Torino,) A Community-Based Cloud Computing Caching Service (BigData2015-5079) Unekwu Idachaba (University of Kent GB) Frank Wang (University of Kent) Ctracer: Uncover C& C in Advanced Persistent Threats Based on Scalable Framework for Enterprise Log Data (BigData2015-5080) Kai-Fong Hong (CHTTL) Chien-Chih Chen (CHTTL TW) Yu-Ting Chiu (CHTTL) Kuo-Sen Chou (CHTTL) Applications Session 9: Evaluation (07/02 Thursday, 8:15-9:15; 3.02/3.03) Session Chair: Barbara Carminati, University of Insubria, Italy Unsupervised Event Detection with an Infinite Poisson Mixture Model (BigData2015-5081) Vinod Hegde (Insight Centre for Data Analytics, NUI Galway) Milovan Krnjajic #x0107 (NUI Galway) Alexei Pozdnoukhov (University of California, Berkeley) Reconstructability-Aware Filtering and Forwarding of Time Series Data in Internet-of-Things Architectures (BigData2015-5082) Apostolos Papageorgiou (NEC Laboratories Europe, DE) Bin Cheng (NEC Laboratories Europe DE) Ernö Kovacs (NEC Laboratories Europe) NoSQL in Practice: A Write-Heavy Enterprise Application (BigData2015-5083) João Ricardo Lourenço (CISUC – Centre of Informatics and Systems of the University of Coimbra PT) Veronika Abramova (CISUC – Centre of Informatics and Systems of the University of Coimbra) Bruno Cabral (CISUC – Centre of 70 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Informatics and Systems of the University of Coimbra PT) Jorge Bernardino (Polytechnic of Coimbra - CISUC ---) Paulo Carreiro (Critical Software) Marco Vieira (CISUC – Centre of Informatics and Systems of the University of Coimbra PT) Applications Session 10: Big Data Framework (07/02 Thursday, 9:45-10:45; 3.02/3.03) Session Chair: Tony Shan, Chief Technologist Building a Big Data Platform for Smart Cities: Experience and Lessons from Santander (BigData2015-5084) Bin Cheng (NEC Laboratories Europe, DE) Salvatore Longo (NEC Laboratories Europe DE) Flavio Cirillo (NEC Laboratories Europe) Martin Bauer (NEC Laboratories Europe) Ernoe Kovacs (NEC Laboratories Europe) Scaling of City Attractiveness for Foreign Visitors through Big Data of Human Economical and Social Media Activity (BigData2015-5085) Stanislav Sobolevsky (MIT, SENSEable city lab US) Iva Bojic (MIT, SENSEable city lab) Alexander Belyi (MIT, SENSEable city lab) Izabela Sitko (University of Salzburg) Bartosz Hawelka (University of Salzburg) Juan Murillo Arias (New Technologies, BBVA) Carlo Ratti (MIT, SENSEable city lab) Automation of the Validation, Anonymization and Augmentation of Big Data from a Multi-year Driving Study (BigData2015-5086) Bruce Wallace (Carleton University CA) Rafik Goubran (Carleton University) Frank Knoefel (Bruyere Research Institute) Shawn Marshall (Ottawa Hospital Research Institute) Michelle Porter (University of Manitoba) Madelaine Harlow (Ottawa Hospital Research Institute) Akshay Puli (Carleton University) BigData Congress Short Paper Track Session 1(06/27 Saturday; 9:00-10:00; 3.11) Session Chair: Liqiang Wang, University of Wyoming, USA Computation and Search over Encrypted XML Documents (BigData2015-5087) Hoi Ting Poon (Ryerson University CA) Ali Miri (Ryerson University) Phishing URL Detection Using URL Ranking (BigData2015-5088) Mohammed Nazim Feroz (Texas Tech University US) Susan Mengel (Texas Tech University) A Real-Time Decision Support Tool for Disaster Response: A Mathematical Programming Approach (BigData2015-5089) Yong-Hong Kuo (The Chinese University of Hong Kong HK) Janny M.Y. Leung (The Chinese University of Hong Kong) Helen M. Meng (The Chinese University of Hong Kong) Kelvin K.F. Tsoi (The Chinese University of Hong Kong HK) Scalable Query Optimization for Efficient Data Processing Using Map Reduce (BigData2015-5090) Yi Shan (Arizona State University US) Yi Chen (New Jersey Institute of Technology US) Developing a Real Time Data Analytics Framework Using Hadoop (BigData2015-5091) Sangwhan Cha (University of New Brunswick CA) Monica Wachowicz (University of New Brunswick) Content Based Image Retrieval on Hadoop Framework (BigData2015-5092) U.S.N. Raju (National Institute of Technology Warangal ,IN) Shibin George (National Institute of Technology Warangal IN) Ranjeet Deo (National Institute of Technology Warangal) V. Sairam Praneeth (National Institute of Technology Warangal) Priyanka Jain (National Institute of Technology Warangal) Session 2 (06/27 Saturday; 10:15-11:15; 3.11) Session Chair: Kelvin K.F. Tsoi, The Chinese University of Hong Kong High-Order Tensor Decomposition for Large-Scale Data Analysis (BigData2015-5093) Longzhuang Li (Texas A&M University-Corpus Christi US) Douglas Boulware (Air Force Research Laboratory) Optimal Feature Extraction and Classification of Tensors via Matrix Product State Decomposition (BigData2015-5094) Johann A.Bengua (Centre for Health Technologies,University of Technology, Sydney Australia) Ho N. Phien (Centre for Health Technologies, University of Technology, Sydney ) Hoang D.Tuan (Centre for Health Technologies, University of Technology, Sydney ) A Workflow Model for Adaptive Analytics on Big Data (BigData2015-5095) 71 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Verena Kantere (University of Geneva, Switzerland) Maxim Filatov (University of Geneva, Switzerland) Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty (BigData2015-5096) Muhammad Raza. Khan (University of Washington, USA) Joshua Manoj (University of Washington) Anikate Singh (University of Washington) Joshua Blumenstock (University of Washington) Analytics of Industrial Operational Data Inspired by Natural Language Processing (BigData2015-5097) Mariusz Kamola (NASK) Online Nonlinear Classification for High-Dimensional Data (BigData2015-5098) Nuri Vanli (Bilkent University, US) Huseyin Ozkan (Bilkent University) Ibrahim Delibalta (AveaLabs) Suleyman Kozat (Bilkent University) Session 3 (06/27 Saturday; 11:20-12:20; 3.11) Session Chair: Bo Hu, Kingdee International Software Group, China Cloud Tree: A Library to Extend Cloud Services for Trees (BigData2015-5099) Yun Tian (Eastern Washington University US) Bojian Xu (Eastern Washington University) Yanqing Ji (Gonzaga University US) Jesse Scholer (Eastern Washington University) Matrix-based XML Stream Processing Using a GPU (BigData2015-5100) Soo-Hyung Kim (KAIST, South Korea) John Jaehwan Lee (Purdue University, USA) Yoon-Joon Lee (KAIST, South Korea) A Flexible Data-driven Approach for Execution Trace Filtering (BigData2015-5101) Kadjo Kouame (Polytecnique Montreal, Canada) Naser Ezzati-Jivan (Polytecnique Montreal, Canada CA) Michel R.Dagenais (Polytecnique Montreal, Canada) Supporting Data Driven Access through Automatic Keyword Extraction and Summarization (BigData2015-5102) Weijia Xu (University of Texas at Austin US) Wei Luo (Beijing Document Service, China) Nicholas Woodward, and Yan Zhang Road Traffic Analytic Query Processing Based on a Timeline Modeling (BigData2015-5103) Ardi Imawan (Pusan National University KR) Titus Irma Damaiyanti (Pusan National University) Joonho Kwon (Pusan National University) Approximate Queries on Big Heterogeneous Data (BigData2015-5104) Verena Kantere (University of Geneva, Switzealand) Session 4(06/27 Saturday; 13:30-14:30; 3.11) Session Chair: Durga Toshniwal, Indian Institute of Technology Roorkee, India Queriosity: Automated Data Exploration (BigData2015-5105) Abdul Wasay (Harvard University US) Manos Athanassoulis (Harvard University) Stratos Idreos (Harvard University) Write Optimization Using Asynchronous Update on Out-of-Core Column-Store Databases in MapReduce (BigData2015-5106) Feng Yu (Dept. CSIS, YSU US) Eric S. Jones () Wen-Chi Hou (Dept. CS, SIUC) Social Network Analysis of Developers and Users Mailing Lists of Some Free Open Source Software (#8460) (BigData2015-5107) Armel Jacques Nzekon Nzeko'o, Matthieu Latapy, Maurice Tchuente A Data Capturing Platform in the Cloud for Behavioral Analysis among Smokers: An Application Platform for Public Health Research (BigData2015-5108) Kelvin K.F.Tsoi (The Chinese University of Hong Kong HK, China) Yong-Hong Kuo (The Chinese University of Hong Kong, China) Helen M. Meng (The Chinese University of Hong Kong, China) Session 5(06/27 Saturday; 14:40-15:40; 3.11) Session Chair: Yuhong Yan, Concordia University, Canada Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data (BigData2015-5109) Minh-Son Dao (National Institute of Information and Communications Technology JP) Koji Zettsu (National Institute of Information and Communications Technology) 72 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA How has Twitter Changed the Event Discussion Scenario? A Spatio-Temporal Diffusion Analysis (BigData2015-5110) Purva Pruthi (IIT Roorkee), Anu Yadav (IIT Roorkee), Farheen Abbasi (IIT Roorkee), Durga Toshniwal (IIT Roorkee) Detecting Corporate Social Media Crises on Facebook Using Social Set Analysis (BigData2015-5111) Raghava Rao Mukkamala (IT University of Copenhagen DK) Jannie Iskou Sørensen (IT University of Copenhagen) Abid Hussain (Copenhagen Business School) Ravi Vatrapu (Copenhagen Business School) Armel Jacques Nzekon ((1) IRD UMI 209 UNMISCO (2) LIRIMA, Equipe IDASCO CM) Matthieu Latapy ((3) UPMC - LIP6, Equipe ComplexNetworks) Maurice Tchuente ((1) IRD UMI 209 UNMISCO (2) LIRIMA, Equipe IDASCO) Data Quality and Energy Management Tradeoffs in Sensor Service Clouds (BigData2015-5112) Victor Lawson (Georgia Gwinnett College US) Lakshmish Ramaswamy (University of Georgia, USA) Two Steps Genetic Programming for Big Data – Perspective of Distributed and High-Dimensional Data (BigData2015-5113) Jih-Jeng Huang (SooChow University, Taiwan) Comparison of Developers and Users Mailing Lists of Some Free Open Source Software (BigData2015-5114) Armel Jacques Nzekon Nzeko'o, Matthieu Latapy, and Maurice Tchuente Visionary Track BigData Congress Visionary Session 1(06/29 Monday, 15:30-16:30; 3.11) Session Chair: Latifur Khan, UT Dallas, USA Research Directions for Big Data Graph Analytics (BigData2015-5115) John Miller (University of Georgia, USA) Lakshmish Ramaswamy (University of Georgia) Krys Kochut (University of Georgia US) Arash Fard (University of Georgia) MCD: Mutual Clustering across Multiple Social Networks (BigData2015-5116) Philip Yu (UIC US) Jiawei Zhang (UIC) Big SaaS: The Next Step beyond Big Data (BigData2015-5117) Hong Zhu (Oxford Brookes University, UK) Ian Bayley (Oxford Brookes University, UK) Muhammad Younas (Oxford Brookes University, UK) David Lightfoot (Oxford Brookes University, UK) Basel Yousef (Oxford Brookes University, UK) Dongmei Liu (Nanjing University of Science and Technology, China) 73 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 2015 IEEE Eleventh World Congress on Services (SERVICES 2015) Service Composition for the Future Internet (SCFI) Track SCFI Session 1: (06/29 Monday, 8:15-9:15; Metropolis Room (2F)) Session Chair: Marco Autili, University of L’Aquila, Italy Keynote: Paola Inverardi, University of L'Aquila, Italy Session 2: (06/29 Monday, 9:25-10:25; Metropolis Room (2F)) Session Chair: Massimo Tivoli, University of L'Aquila, Italy On Adaptivity for Automated Composition of Service Functionality (SERVICES2015-6001) Alexander Jungmann (C-LAB, University of Paderborn) Market-Specific Service Compositions: Specification and Matching (SERVICES2015-6002) Svetlana Arifulina (University of Paderborn, Germany) Marie Christin Platenius (University of Paderborn, Germany) Felix Mohr (University of Paderborn, Germany) Gregor Engels (University of Paderborn, Germany) Wilhelm Schaefer (University of Paderborn, Germany) Enhanced Web Service Matchmaking a Quailty of Service Approach (SERVICES2015-6003) Amany Alnahdi (Kent State University, USA) Shih-Hsi Liu (California State University, Fresno USA) Austin Melton (Kent State University, USA) Session 3: (06/29 Monday, 13:00-14:00; Metropolis Room (2F)) Session Chair: Massimo Tivoli, University of L'Aquila, Italy Service-level Interoperability Issues of Platform as a Service (SERVICES2015-6004) Darko Andročec (Faculty of Organization and Informatics, University of Zagreb HR) Neven Vrček (Faculty of Organization and Informatics, University of Zagreb) Peep Küngas (University of Tartu ---) Composite Service Selection Method Supporting Service-sharing across Multi-SLAs (SERVICES2015-6005) Yuesong Zhang (Northeastern University, China) Bin Zhang (Northeastern University, China) Changsheng Zhang (Northeastern University, China) Jiaxuan Wu (Northeastern University, China) VNC Crack: A Tool for Auditing Corporate Environments for the Presence of Insecure VNC Installs (SERVICES2015-6006) Christian Diaz (Mercy College) Christopher Frenz (Mercy College US) Ubiquitous Mobile Cloud (UMC) Track UMC Session 1 (06/28 Sunday, 8:15-9:15; Metropolis Room (2F)) Session Chair: Khalid Elgazzar, Queen's University, Canada Transparent Data Encryption for Data-in-Use and Data-at-Rest in a Cloud-Based Database-as-a-Service Solution (SERVICES2015-6007) Vasily Sidorov (Nanyang Technological University, Singapore) Wee Keong Ng (Nanyang Technological University, Singapore) Integrating Open SAF High Availability Solution with Open Stack (SERVICES2015-6008) Parisa Heidari (Ericsson, USA) Mohammadmajid Hormati (Ericsson, USA) Maria Toeroe (Ericsson, USA) Yanal Al Ahmad (Concordia University, Canada) Ferhat Khendek (Concordia University, Canada) A Framework for Managing Services in a Virtual Community Context (SERVICES2015-6009) Jihad Kheireddine Itani, Eric Gouarderes, Philippe Aniorte 74 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA UMC Session 2 (06/28 Sunday, 12:30-13:30; Metropolis Room (2F)) Session Chair: Hanan Lutfiyya, University of Western Ontario A Case Study of Web API Evolution (SERVICES2015-6010) S. M.Sohan (University of Calgary, Canada) Craig Anslow (University of Calgary, Canada) Frank Maurer (University of Calgary, Canada) Towards an Elasticity Framework for Legacy Highly Available Applications in the Cloud (SERVICES20156011) Hassan Hawilo (Western University, Canada) Ali Kanso (Ericsson Montreal, Canada) Abdallah Shami (Western University, Canada) UMC Session 3 (06/28 Sunday, 14:55-15:55; Metropolis Room (2F)) Session Chair: Pedro Furtado; University of Coimbra, Portugal Local Reputation Management in Cloud Computing (SERVICES2015-6012) JiuYun Xu (China University of Petroleum, China)Dan Jiang (China University of Petroleum, China) Bin Wang (China University of Petroleum, China) Dan Yang (China University of Petroleum, China) Stephan Reiff-Marganiec (University of Leicester, UK) A New Approach for Scholars Matching Using Universal Quantifier Queries (SERVICES2015-6013) Wafaa M.A.Habib (Cairo University EG,Egypt) Hoda M.O.Mokhtar (Cairo University EG) Mohamed El-Sharkawy (Cairo University) The Future of Software Engineering for and in Cloud (FoSEC) Track FoSEC Session 1 (06/27 Saturday, 13:30-14:30; 7.01) Session Chair: Rami Bahsoon, U niversity of Birmingham, UK Task Scheduling on the Cloud with Hard Constraints (SERVICES2015-6014) Long Thai (University of St Adnrews GB) Blesson Varghese (University of St Andrews) Adam Barker (University of St Andrews GB) A Platform Based Distributed Service Framework for Large-scale Cloud Ecosystem Development (SERVICES2015-6015) Bo Hu (Kingdee China) Jian Wang, Liang-Jie Zhang, Huan Chen, and Lihui Luo SPEEDL – A Declarative Event-Based Language to Define the Scaling Behavior of Cloud Applications (SERVICES2015-6016) Rostyslav Zabolotnyi (Vienna University,AT) Philipp Leitner ( University of Zurich,switzerland) Stefan Schulte (Vienna University) Schahram Dustdar (Vienna University) FoSEC Session 2 (06/27 Saturday, 14:40-15:40; 7.01) Session Chair: Nour Ali, University of Brighton, UK Efficient Virtual Machine Sizing For Hosting Containers as a Service (SERVICES2015-6017) Sareh Fotuhi Piraghaj (The University of Melbourne,AU) Amir Vahid Dastjerdi (The University of Melbourne) Rodrigo N. Calheiros (The University of Melbourne) Rajkumar Buyya (The University of Melbourne) Wind: Management and Orchestration in the Distributed Heterogeneous Cloud (SERVICES2015-6018) Joacim Halén (Ericsson Research San Jose) Stefan Hellkvist (Ericsson Research Kista) Stephan Baucke (Ericsson Research San Jose) Fetahi Wuhib (Ericsson Research Kista) Yağız Onat Yazır (Ericsson Research San Jose) Automating Performance and Energy Consumption Analysis for Cloud Applications (SERVICES2015-6019) Feifei Chen (Swinburne University,Australia) John Grundy (Swinburne University) Jean-Guy Schneider (Swinburne University) Yun Yang (Swinburne University) Qiang He (Swinburne University) FoSEC Session 3 (06/27 Saturday, 16:10-17:10; 7.01) 75 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Session Chair: Yuyu Yin, Hangzhou Dianzi University, China Predicting Resource Allocation and Costs for Business Processes in the Cloud (SERVICES2015-6020) Toni Mastelic (Vienna University,Austria) Walid Fdhila (University of Vienna) Ivona Brandic (Vienna University of Technology) Stefanie Rinderle-Ma (University of Vienna,Austria) Delta Scaling: How Resources Scalability/Termination Can be Taken Place Economically? (SERVICES2015-6021) Yousri Kouki (ASCOLA Research Group Mines-Nantes, France) Md Sabbir Hasan (ASCOLA Research Group MinesNantes, France) Thomas Ledoux (ASCOLA Research Group Mines-Nantes, France) Automated Mobile Testing as a Service (AM-TaaS) (SERVICES2015-6022) Isabel Karina Villanes Rojas (UFAM, BR) Erick Alexandre Bezerra Costa (UFAM) Arilo Claudio Dias-Neto (UFAM) Formal Methods in Services and Cloud Computing (FMSC) Track Session 1 (06/27 Saturday, 11:20-12:20; 7.01) Session Chair: Guoray Cai, Penn State University, USA Language Classes for Cloud Service Certification Systems (SERVICES2015-6023) Philipp Stephanow (Fraunhofer AISEC DE) Mark Gall (Fraunhofer AISEC) An Automatic Model Transformation Methodology to Serve Web Service Composition Data Transforming Problem (SERVICES2015-6024) Tiexin Wang (Centre Genie Industriel University de Toulouse - Mines Albi Albi, France FR) Sebastien Truptil (Centre Genie Industriel University de Toulouse - Mines Albi Albi, France) Frederick Benaben (Centre Genie Industriel University de Toulouse - Mines Albi Albi, France) SHOPS: Set Homomorphic Proof of Data Possession Scheme In Cloud Storage Applications (SERVICES2015-6025) Nesrine Kaaniche (Institut Mines Télécom -- Télécom SudParis FR) Maryline Laurent (Télécom SudParis) Security and Privacy Engineering (SPE) Track SPE Session 1 (06/30 Tuesday, 8:15-9:15, Metropolis Room (2F)) Session Chair: Claudio Agostino Ardagna, Università degli Studi di Milano, Italy Specifications for Web Services Testing: A Systematic Review (SERVICES2015-6026) El Ioini Nabil (Free University, US) Design and Implementation of a Secure Auction System for Air Transport Slots (SERVICES2015-6027) Massimiliano Zanin (INNA'S Foundation & Research Institute) Emilio Alvarez Pereira (Team&Cloud) Vaishali Mirchandani (Team&Cloud) Alberto Enrich (Team&Cloud) Julio Cesar Triana (Team&Cloud) SPE Session 2 (06/30 Tuesday, 9:25-10:25, Metropolis Room (2F)) Session Chair: Meiko Jensen, Independent Centre for Privacy Protection Schleswig-Holstein, Germany Semi-Automated Fuzzy MCDM and Lattice Solutions for WS-Policy Intersection (SERVICES2015-6028) Abeer Elsafie (Ruhr University) Joerg Schwenk (Ruhr University DE) Privacy-Preserving Detection of Plagiarism in Scientific Documents (SERVICES2015-6029) Meiko Jensen (Holstein DE) Nils Gruschka (University of Applied Sciences Kiel) A Testbed and Process for Analyzing Attack Vectors and Vulnerabilities in Hybrid Mobile Apps Connected to Restful Web Services (SERVICES2015-6030) Matthew L. Hale (University of Nebraska, US) Seth Hanson (University of Nebraska) 76 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA SPE Session 3 (06/30 Tuesday, 13:00-14:00, Metropolis Room (2F)) Session Chair: Miguel Vargas Martin, University of Ontario Institute of Technology, Canada Security Policy Synthesis in Mobile Systems (SERVICES2015-6031) Peter Amthor (Ilmenau University) Winfried E.Kühnhauser (Ilmenau University, German) Benchmarking Privacy-ABC Technologies – An Evaluation of Storage and Communication Efficiency (SERVICES2015-6032) Fatbardh Veseli (Goethe University Frankfurt) Jetzabel Serna Olvera (Goethe University Frankfurt, Germany) SPE Session 4 (06/30 Tuesday, 15:30-16:30, Metropolis Room (2F)) Session Chair: Massimo Tivoli, University of L’Aquila, Italy High-Performance Classification of Phishing URLs Using a Multi-Modal Approach with MapReduce (SERVICES2015-6033) Niju Shrestha (University of Alabama) Rajan Kharel (University of Alabama ,US) Jason Britt (University of Alabama) Ragib Hasan (University of Alabama at,US) Location Obfuscation for Location Data Privacy (SERVICES2015-6034) Vaibhav Ankush Kachore (IISc India) J. Lakshmi (IISc India) S. K. Nandy ((IISc India) Internet-of-Things (IoT) Track IoT Session 1 (07/02 Thursday, 10:55-11:55, 3.04/3.05) Session Chair: Rami Bahsoon, University of Birmingham, UK A Social Network Based Approach for IoT Device Management and Service Composition (SERVICES20156035) Guo Chen (Beijing University of Posts and Telecommunications,China) Jiwei Huang (Beijing University of Posts and Telecommunications) Bo Cheng (Beijing University of Posts and Telecommunications) Junliang Chen (Beijing University of Posts and Telecommunications) IoT Contexts Acquisition with High Accuracy and Efficiency (SERVICES2015-6036) Jae Yoo Lee (Soongsil University, KR) Soo Dong Kim (Soongsil University, KR) IoT Session 2 (07/02 Thursday, 13:00-14:00, 3.04/3.05) Session Chair: Ying Li, Zhejiang University, China Towards a Semantic Model for Automated Deployment of IoT Services across Platforms (SERVICES20156037) Kangho Hur (Yonsei University,KR) Sejin Chun (Yonsei University) Xiongnan Jin (Yonsei University) Kyong-Ho Lee (Yonsei University, KR) Towards an Analysis of Security Issues, Challenges, and Open Problems in the Internet of Things (SERVICES2015-6038) Md. Mahmud Hossain (University of Alabama at Birmingham ---) Maziar Fotouhi (University of Alabama at Birmingham) Ragib Hasan (University of Alabama at Birmingham US) Engineering Mobile Service Oriented Systems (EMSOS) Track Session 1(07/01 Wednesday, 13:00-14:00; Metropolis Room (2F)) 77 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Session Chair: Honghao Gao, Shanghai University, China Managing Ubiquitous Connectivity: Mobile Media Flow Service Systems (SERVICES2015-6039) Darl Kolb (University of Auckland, NZ) Koteswara Ivaturi (University of Auckland, NZ) Sarah Henderson (University of Auckland, NZ) Ananth Srinivasan (University of Auckland, NZ NZ) Quality and Context Awareness Intention web Service Ontology (SERVICES2015-6040) Emna Khanfir (MIRACL, ISIMS TN) Raoudha Ben Djmeaa (MIRACL, ISIMS) Ikram Amous (MIRACL, ISIMS) Antares: A Scalable, Real-time, Fault Tolerant Data Store for Spatial Analysis (SERVICES2015-6041) Rebecca Simmonds (Newcastle University GB) Paul Watson (Newcastle University) Jonathan Halliday (redhat) Web Tasking (WT) Track WT Session 1 (07/01 Wednesday, 8:15-9:15; Metropolis Room (2F)) Session Chair: Hausi Muller, University of Victoria, Canada Automatic Filling Values to Services: A Road Map (SERVICES2015-6042) Shaohua Wang (Queen's University, Canada CA) Ying Zou (Queen's University, Canada) Joanna Ng (IBM CAS Research, Canada) Tinny Ng (IBM CAS Research, Canada) Classification vs. Regression – Machine Learning Approaches for Service Recommendation Based on Measured Consumer Experiences (SERVICES2015-6043) Jens Kirchner (Karlsruhe University,Germany) Andreas Heberle (Karlsruhe Universitys) Welf Löwe (Linnaeus University,Sweden) WT Session 2 (07/01 Wednesday, 9:25-10:25; Metropolis Room (2F)) Session Chair: Marco Vieira, University of Coimbra, Portugal Discovering Behavioural Interfaces for Overloaded Web Services (SERVICES2015-6044) Fuguo Wei (Queensland University Australia) Chun Ouyang (Queensland University) Alistair Barros (Queensland University) Task as a Service: Extending Cloud from a Application Development Platform to a Tasking Platform (SERVICES2015-6045) Joanna W.Ng (IBM Canada CAS Research) Dependable and Secure Services (DSS) Track DSS Session 1 (07/02 Thursday, 13:00-14:00; 3.02/3.03) Session Chair: Nuno Laranjeiro, University of Coimbra, Portugal Security Testing Methodology for Evaluation of Web Services Robustness - Case: XML Injection (SERVICES2015-6046) Marcelo Invert Palma Salas (Institute of Computing, UNICAMP) Paulo Lício De Geus (Institute of Computing, UNICAMP) Eliane Martins Predictive Auto-scaling Techniques for Clouds Subjected to Requests with Service Level Agreements (SERVICES2015-6047) Anshuman Biswas (Carleton University, CA) Shikharesh Majumdar (Carleton University) Biswajit Nandy (Carleton University) Ali El-Haraki (TELUSA) Performance Evaluation of Virtual Machines Instantiation in a Private Cloud (SERVICES2015-6048) Eliomar Campos (Federal University, BR) Rubens Matos (Federal University) Paulo Maciel (Federal University) Igor Costa (Federal University) Airton Pereira (Federal University)Francisco Souza (Federal University) 78 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Services Computing Journals The first four international journals only consider papers of extended versions from reputable conferences. International Journal of Services Computing (IJSC, ISSN 2330-4472) http://www.hipore.com/ijsc The International Journal of Services Computing (IJSC) covers state-of-the-art technologies and best practices of Services Computing, as well as emerging standards and research topics which would define the future of Services Computing. International Journal of Cloud Computing (IJCC, ISSN 2326-7550) http://www.hipore.com/ijcc The International Journal of Cloud Computing (IJCC) is a refereed, international publication featuring the latest research findings and industry solutions involving all aspects of cloud computing. IJCC's major topics include but not limited to architecture, modeling, development, deployment, analytics, optimization, outsourcing, delivery model, consulting, and solutions of Cloud Computing. International Journal of Big Data (IJBD, ISSN 2326-442X) http://www.hipore.com/ijbd The International Journal of Big Data (IJBD) aims to provide the first Open Access publication channel for all authors working in the field of all aspects of Big Data. IJBD's major topics include but not limited to architecture, modeling, development, deployment, analytics, optimization, outsourcing, delivery model, consulting, and solutions of big data. International Journal of Web Services Research (JWSR) http://www.igi-global.com/journal/international-journal-web-services-research/1079 IEEE International Journal on Services Computing (TSC) http://www.computer.org/portal/web/tsc International Journal of Business Process Integration and Management (IJBPIM) http://www.inderscience.com/jhome.php?jcode=ijbpim 79 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA Services Society The Services Society (SS) is a non-profit professional organization that has been created to promote worldwide research and technical collaboration on Services Computing (SC) among academia and industrial professionals. Its members are volunteers from industry and academia with common interests. SS is registered in the USA as a "501(c) organization", which means that it is an American tax-exempt nonprofit organization." The SS collaborates with other professional organizations such as the IEEE to sponsor conferences and to promote an effective services curriculum in colleges and universities. The SS initiates and promotes a "Services University" program worldwide to bridge the gap between industrial needs and university instruction. The Services Society offers services computing based educational training and certificates. The Services University (SU) program was launched at the 2007 IEEE Congress on Services (SERVICES 2007) in Salt Lake City, Utah, USA. The SU program comprises three major activities: Services Computing Schools, certificate development, and education methodology summit. In 2008, we organized the Summer School on Services Computing in July in Hawaii and the Fall School on Services Computing in September in Beijing. In July 2009, we organized the Summer School on Services Computing in Los Angeles, USA. In Sept. 2009, the Fall School on Cloud Computing was conducted in Bangalore, India. The Services Society has been sponsoring various international conferences such as the International Conference on Web Services (ICWS), International Conference on Services Computing (SCC), World Congress on Services (SERVICES), International Conference on Cloud Computing (CLOUD), International Conference on Mobile Services (MS), and International Congress on Big Data (BigData Congress) as well as international journals such as International Journal of Big Data (IJBD, http://www.hipore.com/ijbd), International Journal of Cloud Computing (IJCC, http://www.hipore.com/ijcc), and International Journal of Services Computing (IJSC, http://www.hipore.com/ijsc). It also offers volunteer services to support conferences and builds professional communities like special interest groups, local chapters, Young Scientist Forum (YSF). The YSFs have been proactive in helping organizing satellite sessions for BigData Congress and other professional activities. In 2013, the YouthLancer Foundation was founded to proof read papers for professors or researchers whose native language is not English. As an organization composed entirely of volunteers, there is no charge for correcting papers. The Services Society opens to everyone, 7/24! SERVICES 2016 Congress (CLOUD/ICWS/SCC/MS) BigData 2016 Congress USA June 26, 2016 (Sunday) – July 1, 2016 (Friday) 80 IEEE2015CLOUD/ICWS/BigDataCongress/SCC/MS/SERVICESNewYorkCity,USA 81