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Winning the On-Demand Economy with Spark and Predictive Analytics

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Winning the On-Demand Economy with Spark and Predic9ve Analy9cs Ankur Goyal, VP Engineering, MemSQL Gartner BI March 2016 1 1 Deckset Plain Jane Black
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Page 1: Winning the On-Demand Economy with Spark and Predictive Analytics

Winning the On-Demand Economy with Spark and Predic9ve Analy9cs

Ankur Goyal, VP Engineering, MemSQL

Gartner BI March 20161

1 Deckset Plain Jane Black

Page 2: Winning the On-Demand Economy with Spark and Predictive Analytics

We live in an on-demand economy

Page 3: Winning the On-Demand Economy with Spark and Predictive Analytics

Consumers are condi.oned to instant services, like Uber, Stripe, and Airbnb

Page 4: Winning the On-Demand Economy with Spark and Predictive Analytics

Where does that leave enterprises?

Page 5: Winning the On-Demand Economy with Spark and Predictive Analytics

Racing to meet internal and external expecta1ons for speed and

personaliza,on

Page 6: Winning the On-Demand Economy with Spark and Predictive Analytics

Batch processing is the enterprise enemy

Page 7: Winning the On-Demand Economy with Spark and Predictive Analytics

Enterprises must move from overnight to

Real-&me, intra-day opera&ons

Page 8: Winning the On-Demand Economy with Spark and Predictive Analytics

Because businesses need tomake every moment work for them

Page 9: Winning the On-Demand Economy with Spark and Predictive Analytics

The key to harnessing data in real 1me?

A real-(me data pipeline with Apache Ka3a, Apache Spark, and an Opera(onal Database such as MemSQL

Page 10: Winning the On-Demand Economy with Spark and Predictive Analytics

Massive Ingest and Concurrent Analy5cs• Instant accuracy to the latest repin

• Build real-5me analy5c applica5ons

• 1 GB/sec totaling 72 TB/day

Page 11: Winning the On-Demand Economy with Spark and Predictive Analytics

Using Real-Time for Personaliza3on• Reach overlap and ad op/miza/on

• Over 60,000 queries per second

• Millisecond response /mes

Page 12: Winning the On-Demand Economy with Spark and Predictive Analytics

MemSQL PowerStreamPredic'ng the global health of wind turbines

Dataset: 200,000 wind turbines, 20,000 wind farms

<$20,000 annual cost for AWS hardware

Page 13: Winning the On-Demand Economy with Spark and Predictive Analytics

Let's build PowerStream

Page 14: Winning the On-Demand Economy with Spark and Predictive Analytics

Move from a Real-Time Dashboard to Predic7ve Applica7ons

Page 15: Winning the On-Demand Economy with Spark and Predictive Analytics

Ques%ons?Stop by MemSQL Booth #119


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