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© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
© 2012 IBM Corporation – IBM Confidential
Analytics Platform – Examples and Tooling
David L. Jensen
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Outline
Examples
Empty Container Repositioning
Data Center Energy Management
Tools and Tooling
Visualization
Process Steps
Artifact Reuse
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
3
Empty Container Repositioning - Demand/Supply Forecasting and Schedule Optimization
Historical data
+
Business goals… Pla
n
Report
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences Data-analytics based energy usage management
How good is my data? Data is in range.
What if I change some assumptions? Looks too hot
What is the best solution that satisfies my requirements? It will cost $10468.89/month.
A solution built using spatio-temporal analytics innovations from Research, SPSS Modeler, Cognos/SPSS Rapidly Adaptive Visualization Engine, and ILOG Cplex Studio for optimization
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Custom Remote Process
Server
Simplified Product Landscape – SPSS, ILOG
SPSS Modeler Server
ILOG ODME
SPSS C&DS
SPSS Modeler Client SPSS
Deployment Manager
ODM Studio
CPLEX Studio
IM BigInsights
Model Editors
Execution Environments
Runtime Engines
ILOG CPLEX Service
App. Editors SPSS DM
Blueprint
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
SPSS Modeler Client
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
ILOG CPLEX Optimization Studio – tool for authoring and testing optimization models
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
SPSS Collaboration and Deployment Services Deployment Manager
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Modeler Abstraction Use Modeler's classification of data operations to drive CF
Results in a conceptually simpler interface to build extensions into Modeler.
Node Type Input Output Interfaces
Input Parameters Output metadata Output data
IImport: getOutputDataModel getRecords
Process Parameters Input metadata Input data
Output metadata Output data
IProcess: getOutputDataModel processRecords
Build Parameters Input metadata Input data
Model IBuild: getModel
Apply Parameters Input metadata Input data Model
Output metadata Output data
IApply: getOutputDataModel applyModel
Export Parameters Input metadata Input data
IExport: getOutputDataModel getRecords
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
10
Using Eclipse Interface (Example: Process Node in Java )
Generates necessary artifacts/templates
Users edit this file to add
Their business logic
Generated extension.xml has UI controls to set Java class, classpath, working directory etc
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Click to edit Master text styles
Second level
Third level
Fourth level
»Fifth level
11
Integration with SPSS Modeler - Overlay & interactive time series plot (Currently enabled via RAVE)
Explore the time series of temperature collected at different sensors (shown as red circle) in a physical structure
The top panel is the bird’s eye view of the physical structure with a given height
The bottom panel displays the time series of a sensor when being clicked
Tooltip display of the temperature of a time point
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Click to edit Master text styles
Second level
Third level
Fourth level
»Fifth level
12
Integration with SPSS Modeler - Heatmap with animation over space/ time dimensions (Currently implemented using RAVE)
Shows the predicted future values at a specific space (currently is height) & time combination
Animation can be done over height/time with adjustable animation speed
Heat map is overlayed with physical structure
Tooltip display of the temprature of the heatmap
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Does the input make sense?
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Does my model make sense?
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Custom Remote Process
Server
Simplified Product Landscape – SPSS, ILOG
SPSS Modeler Server
ILOG ODME
SPSS C&DS
SPSS Modeler Client SPSS
Deployment Manager
ODM Studio
CPLEX Studio
IM BigInsights
Model Editors
Execution Environments
Runtime Engines
ILOG CPLEX ES
App. Editors SPSS DM
Blueprint
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Dojo Client Web Application Server(Tomcat)
Web Application: CNDS Web Application With REST Interface
Web Application: JMS Subscribe Server
Web S
erv
ices
SPSS Collaboration and Deployment Services
Customizable Remote Process Server
© 2012 IBM Corporation – IBM Confidential
Business Analytics and Mathematical Sciences
Web Interface to SPSS C&DS