SAP Predictice Analytics Roadmap

Orange County Convention Center
Orlando, Florida | June 3-5, 2014
SAP Predictice Analytics Roadmap
Charles Gadalla
LEARNING POINTS
 Overview of SAP Advanced Analytics
 Discussion of Roadmap and Product Direction
 Potential Use Cases addressed with new roadmap
BEST PRACTICES
 Listen to the DATA! It holds the answers
Advanced Analytics – SAP Vision
Embed Smart Agile Analytics into Decision Processes to Deliver
Business Impact
Pervasive Predictive
Analytics to a broad
spectrum of users
Standalone
Operationalize
predictive &
optimization models
across the enterprise:
BI and Applications
Reduce Decision
Latency with Advanced
Analytics: Big Data
solutions on Hana and
other Platforms
Beyond data scientist to
business analysts and
application developers;
User-friendly interfaces
and advanced data
visualization; Self-service
Embedding predictive into
BI and Business
processes; Leverage
predictive with Industry
and LoB Solutions
In-database in-memory
predictive; Harnessing power
of big data by mining
unstructured data, Enterpriseready; Seamless integration
with 3rd Party and OpenSource (Hadoop, R); Cloud or
On-Premise
Predictive Analysis / KXEN
Integrated Roadmap Overview
KXEN
ATS Release (based on 6.5.4)
Current stable KXEN
standalone with SAP Branding
ATS - Targeted for Dec 6*
ATS + 1 (new features)
KXEN standalone
Geolocation
Hadoop/Hive + Improved Regression
ATS + 2 (FINAL RELEASE)
IFL (InfiniteInsight Function Library)
Maintenance mode
IFL
KXEN
SAP Predictive
Analysis
PA 1.2+
 KXEN Modeler modules integrated into
“Predict tab”
PA 1.3+
 KXEN Modeler integrated
 KXEN Explorer primary use cases
integrated
 KXEN Factory TBD
PA 1.14
 HTML 5 UI
 Lumira re-integration
*may be subject to change
+ Release numbers subject to change
© 2014 SAP AG. All rights reserved. / SAP Supervisory Board Meeting October 10, 2013
Confidential
5
Product Roadmap
PA:
PA:
PA:
PA:
InfiniteInsight nodes
Knowledge Transfer
Ensemble modeling
Train test validate
PAL support
Improvement
Model evaluation and
comparison/selection
SVM PAL node
Model management
Exporting HANA views
(convergence AFM)
Lumira market place
infrastructure support
InfiniteInsight:
InfiniteInsight:
InfiniteInsight/PA:
InfiniteInsight/PA:
Language Pack
HANA Light support
First version of IFL
Improved IFL
HANA support
Cloud edition
First version of SAP UI5
UI for II and Factory
Improved SAP UI5 UI
Geoloc integration
Improved algorithm
scalability
Hadoop/Hive support
Multi-thread support
Improved regression
SSO (Kerberos)
Integration of Explorer,
Recommendations, and
Social
Profile Based analytics
Business Analyst
Convergence Semantic
Layer
Data Scientist
Hadoop tighter integration
© 2014 SAP AG. All rights reserved. / SAP Supervisory Board Meeting October 10, 2013
Confidential
6
Imagine the Business Potential…
PUBLIC
SECTOR
MARKETI
NG
SALES
FINANCE
MANUFA
CTURING
RETAIL
CPG
HEALTHC
ARE
BANKING
UTILITIES
TELCO
25+
Industri
es
:-)
Brand Sentiment
Predictive Maintenance
Network Optimization
Insider Threats
Asset Tracking
Personalized
Care
Product
Recommendation
Risk Mitigation, Real-time
Propensity to
Churn
Real-time Demand/
Supply Forecast
360O Customer View
Fraud Detection
HR
OPERATI
ONS
SERVICE
IT
SUPPLY
CHAIN
FRAUD /
RISK
11+ LoB
SAP Solutions for the Entire
Spectrum of Users
No
Low
High
Level Of Skill Set - Analytics
Business Users & LOB
Embedded Analytics
SAP
Lumira
97%
SAP InfiniteInsight (KXEN)
Data
Scient
ist
Business
Analysts
Industry & Business
Process Analytics
3%
SAP Predictive Analysis
>0.1%
Custom
Analytics
SAP
PAL
SAP ADVANCED ANALYTICS
R
Integratio
n
Advanced Analytics Solutions from
SAP
SAP Predictive Analytics
SAP InfiniteInsight
(KXEN)
SAP
Lumira
SAP Predictive
Analysis
+
R
Integratio
n
SAP HANA
Search
Rules Engine
Text Mining
Predictive Analysis
Library
Business Function
Library
Spatial
SAP Lumira
Provides the freedom to understand
your data, personalize it, and create
beautiful content
•
Download and install on your
desktop in less than 5 minutes
•
Insight from many data
sources
•
Combine, manipulate, and
enrich data to apply it to your
business scenarios
•
Self-service visualizations and
analytics to tell your story
•
Optimized for SAP HANA for
real time on
SAP Predictive Analysis
Provide Data Scientist and
Business Analysts with
sophisticated algorithms to take
the next step in understanding
their business and modeling
outcomes
Perform statistical analysis on your data
to understand trends and detect
outliers in your business
Build models and apply to scenarios to
forecast potential future outcomes
Breadth of connectivity to access
almost any data
Optimized for SAP HANA to support
huge data volumes and in-memory
processing
SAP InfiniteInsight
Provide Business analysts and
Data scientists with a fully
automated process
Data preparation
Create 1000’s of derived attributes
Define metadata once
Builds analytic dataset automatically
Predictive modeling / Data mining
Regression / Classification
Segmentation
Forecasting
Association rules
Social Network Analysis
Advanced model deployment and
management
SAP HANA - Predictive Analysis Library
(PAL)
Build High Performance
Predictive Apps
Hadoop/ Sybase IQ,
Sybase ASE, Teradata
 The Predictive Analysis Library
(PAL) is a built-in C++ library to
perform in-memory data mining
and statistical calculations,
designed to provide high
performance on large data sets.
SAP HANA
 Currently over 60+ algorithms and
many in pipeline for future roadmap
Regressi
on
Main Memory
Kmeans
Virtual Tables
SQL Script
Optimized Query Plan
ABC
classificati
on
Weighted
score tables
Spatial, Machine,
Text Analysis
Real-time data
C4.5
decision
tree
Associate
analysis:
market
basket
PAL
R-scripts
 The Predictive Analysis Library
provides high performance analytic
algorithms aimed for real-time
analytics
KNN
classificatio
n
R-Engine
Spatial Data
Unstruct
ured
HANA Studio/AFM,
Apps & Tools
R Integration
Adoption by the market
 R - Integration with SAP
Predictive Analysis
 Drag and Drop – No Coding
 Custom R Algorithms –
Programming
 Access to over 5000+ algorithms
and packages
 More algorithms and packages
than SAS + SPSS + Statsoft
 Embedding R scripts within the
SAP HANA database execution
KEY LEARNINGS
 Data is the gateway to information, and
information is the gateway to competitive
advantage
 SAP Advanced Analytics can provide corporate
competitive advantage
 Early knowledge of SAP Product Direction will help
businesses charter their course appropriately
FOLLOW US
Follow: @cgadalla
THANK YOU
THANK YOU FOR PARTICIPATING
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SESSION CODE: 0212
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