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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