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CenterPoint Energy
Time Machines: The Evolution and Application of Predictive Analytics
Dr. Steven P. Pratt
Chief Technology
Officer
Dominick Huang
Sr. Manager – Technology,
Architecture, and Solution
Management
2 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
CenterPoint Energy
3 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
The Last Seven Years
4 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Changing Emphasis on Data
5 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Transformation From Data Driven to Intelligence Driven
6 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
“Big Data” as the Basis for Predictability
7 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Value of Data‐in‐Memory Computing
8 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
The Predictability Horizon
9 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Key Drivers for Big Data Initiatives
SAP HANA as CNP strategic platform for critical transactional applications and Analytics
Hortonworks as cost‐effective solution to maximize data storage
Analytics platform simplification and consolidation to HANA / Hadoop
Key technology enabler for future business solutions
Maximize CNP investment on HANA license (40TB)
Enable business resiliency implementation for CRM/ECC/BPC
Leverage HANA in‐memory capability for real time analytics
10 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Strategy – Three Year Big Data Roadmap
Technical Migration and Consolidation– Migrate critical business applications (SAP and Mainframe)
– Consolidate Analytics solutions (BW, ISAS, eMA, etc.) onto HANA + Hadoop
Big Data Platform Optimization– Enhance performance of core business process and mass business functions
– Enable real‐time reporting from the HANA (in‐memory) database
– Establish cognitive core with SAP HANA + Hortonworks HDP
Big Data Platform Innovation– Innovative solutions to align with long‐term business strategy and roadmap
– SIMPLE Finance, Predictive Asset Health Analytics, Situational Awareness, Internet of Things, Predictive Analytics for customer services, etc.
11 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
CenterPoint Energy’s Journey
Netezza Storage Offload
Time Series IoT
Data Exploration
Innovate
Renovate
The Journey to Predictive Grid Monitoring with Real‐Time IoT Analytics
HDP and SAP HANA pilot processed 5 billion records in successful 6‐week pilot
14 million “remote service calls” avoided emission of 13,000 tons of CO2
Homeowners can monitor their own hourly usage
Cornerstone technology to CenterPoint “cognitive core”
Proactive Asset Optimization
A C T I V EA R C H I V E
Predictive Grid
Monitoring
E T LO N B O A R D
Streaming IoTGrid Data Ingest
DATADISCOVERY
P R E D I C T I V EA N A L Y T I C S
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Solution – HANA, Dynamic Tiering, Hortonworks Hadoop
13 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Proof‐of‐Concept
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Value Proposition
Tier Comparison Short Term Use Cases
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The Cognitive Core: Intelligent Event Management
16 © Hortonworks Inc. 2011 – 2016. All Rights Reserved
Thank You on Behalf of
CenterPoint Energy!
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