Starting with Apache Spark, Best Practices and Learning from the Field Felix Cheung, Principal Engineer + Spark Committer Spark@Microsoft Best Practices Enterprise Solutions Resilient - Fault tolerant 19,500+ commits Tungsten AMPLab becoming RISELab • Drizzle – low latency execution, 3.5x lower than Spark Streaming • Ernest – performance prediction, automatically choose the optimal resource config on the cloud

Starting with Apache Spark, Best Practices and Learning from the Field PDF

109 Pages

2017

2.22 MB

English

by Felix Cheung

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Starting with Apache Spark, Best Practices and Learning from the Field Felix Cheung, Principal Engineer + Spark Committer Spark@Microsoft Best Practices Enterprise Solutions Resilient - Fault tolerant 19,500+ commits Tungsten AMPLab becoming RISELab • Drizzle – low latency execution, 3.5x lower than Spark Streaming • Ernest – performance prediction, automatically choose the optimal resource config on the cloud

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