analytics platform â€“ examples and tooling -

© 2012 IBM Corporation – IBM Confidential

Business Analytics and Mathematical Sciences


Analytics Platform – Examples and Tooling

David L. Jensen



Outline

Examples

Empty Container Repositioning

Data Center Energy Management

Tools and Tooling

Visualization

Process Steps

Artifact Reuse



3

Empty Container Repositioning - Demand/Supply Forecasting and Schedule Optimization

Historical data

+

Business goals… Pla

n

Report


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



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



SPSS Modeler Client



ILOG CPLEX Optimization Studio – tool for authoring and testing optimization models



SPSS Collaboration and Deployment Services Deployment Manager



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



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



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



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



Does the input make sense?



Does my model make sense?



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



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



Web Interface to SPSS C&DS

analytics platform â€“ examples and tooling -

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