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Monday, May 9 • 5:10pm - 6:00pm
Next-Gen Decision Making in Under 2ms - Ilya Ganelin, Capital One Data Innovation Lab

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What if we had reached that point where open source can handle massively difficult streaming problems with enterprise-grade durability?

Today, Ilya presents Capital One’s novel solution for real-time decisioning on Apache Apex. With an analysis of the dominant streaming frameworks, he’ll show how Apex provides unique capabilities ensuring less than 2ms latency in an enterprise-grade solution on Hadoop.

He’ll first take a detailed dive into the business requirements of a new real-time decisioning platform for model building, feature computation, and model scoring. Next, a survey of the leading open source technologies for stream processing and what tradeoffs we considered when selecting our technology stack. Lastly, how Apex provides un-paralleled performance and meets the stringent performance, scalability, and durability requirements necessary for enterprise-grade decisioning.

Speakers
avatar for Ilya Ganelin

Ilya Ganelin

Senior Data Engineer, Capital One Data Innovation Lab
Ilya is a roboticist turned data engineer. At the University of Michigan he built self-discovering robots and then worked on embedded DSP software with cell phone radios at Boeing. Today, he drives innovation at Capital One. Ilya is a contributor to the core components of Apache Spark and a PMC of Apache Apex with the goal of learning what it takes to build a next-generation distributed computing platform. He has presented at the Spark Summit and... Read More →


Monday May 9, 2016 5:10pm - 6:00pm
Plaza B

Attendees (29)