High Performance Spark: Best practices for scaling and optimizing Apache Spark by Holden Karau, Rachel Warren

High Performance Spark: Best practices for scaling and optimizing Apache Spark



Download High Performance Spark: Best practices for scaling and optimizing Apache Spark

High Performance Spark: Best practices for scaling and optimizing Apache Spark Holden Karau, Rachel Warren ebook
Page: 175
ISBN: 9781491943205
Publisher: O'Reilly Media, Incorporated
Format: pdf


And the overhead of garbage collection (if you have high turnover in terms of objects). Tuning and performance optimization guide for Spark 1.6.0. Can set the size of the Young generation using the option -Xmn=4/3*E . You to register the classes you'll use in the program in advance for best performance. Kinesis and Building High-Performance Applications on DynamoDB. And table optimization and code for real-time stream processing at scale. Scala/org Kinesis Best Practices • Avoid resharding! High Performance Spark: Best practices for scaling and optimizing Apache Spark [Holden Karau, Rachel Warren] on Amazon.com. Optimized for Elastic Spark • Scaling up/down based on resource idle threshold! BDT309 - Data Science & Best Practices for Apache Spark on Amazon EMR .





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