PowerStream: Propelling Energy Innovation with Predictive Analytics

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(c) Nikita Shamgunov and MemSQL

Topics• Renewable Energy

• PowerStream

• Demo

• Q&A

(c) Nikita Shamgunov and MemSQL

Renewable Energyin the News

(c) Nikita Shamgunov and MemSQL

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

Investment in renewablesreached $286 billion worldwide

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

(c) Nikita Shamgunov and MemSQL

IntroducingPowerStream(c) Nikita Shamgunov and MemSQL

MemSQL PowerStreamPredic'ng the global health of wind turbines

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

Streamliner Architecture for PowerStream

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

Demo Sequence• Part I

• High Speed Ingest

• Predic3ve Analy3cs

• Business Intelligence

• Part II

• Spark SQL Pushdowns

(c) Nikita Shamgunov and MemSQL

MemSQL and SparkReal-&me applica&on

Demo part I

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

Demo Part I

(c) Nikita Shamgunov and MemSQL

MemSQL and SparkBe#er together

Demo part II

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

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

Demo Part II

(c) Nikita Shamgunov and MemSQL

From a Real-Time Dashboard to Predic5ve Applica5ons

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

Ques%ons and answers

(c) Nikita Shamgunov and MemSQL

(c) Nikita Shamgunov and MemSQL

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