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(c) Nikita Shamgunov and MemSQL

PowerStream: Propelling Energy Innovation with Predictive Analytics

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Page 1: PowerStream: Propelling Energy Innovation with Predictive Analytics

(c) Nikita Shamgunov and MemSQL

Page 2: PowerStream: Propelling Energy Innovation with Predictive Analytics

Topics• Renewable Energy

• PowerStream

• Demo

• Q&A

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Renewable Energyin the News

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Germany Just Got Almost All ofIts Power From Renewable Energy

May 15, 2016

Bloomberg: h,p://www.bloomberg.com/news/ar5cles/2016-05-16/germany-just-got-almost-all-of-its-power-from-renewable-energy

(c) Nikita Shamgunov and MemSQL

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Investment in renewablesreached $286 billion worldwide

in 2015BBC: h&p://www.bbc.com/news/science-environment-36420750

(c) Nikita Shamgunov and MemSQL

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IntroducingPowerStream(c) Nikita Shamgunov and MemSQL

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MemSQL PowerStreamPredic'ng the global health of wind turbines

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Streamliner Architecture for PowerStream

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Demo Sequence• Part I

• High Speed Ingest

• Predic3ve Analy3cs

• Business Intelligence

• Part II

• Spark SQL Pushdowns

(c) Nikita Shamgunov and MemSQL

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MemSQL and SparkReal-&me applica&on

Demo part I

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Demo Part I

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MemSQL and SparkBe#er together

Demo part II

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SQL Pushdown• Delegate SQL query processing to a database

• Enhance speed and concurrency

• Complement other Spark capabili=es

• Use Spark as a high level interface

• Command line example with and without pushdown

(c) Nikita Shamgunov and MemSQL

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Demo Part II

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From a Real-Time Dashboard to Predic5ve Applica5ons

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Ques%ons and answers

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(c) Nikita Shamgunov and MemSQL