High Performance Spark Book Reviews

Holden Karau & Rachel Warren

High Performance Spark by Holden Karau & Rachel Warren Book Summary

Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau and Rachel Warren demonstrate performance optimizations to help your Spark queries run faster and handle larger data sizes, while using fewer resources.

Ideal for software engineers, data engineers, developers, and system administrators working with large-scale data applications, this book describes techniques that can reduce data infrastructure costs and developer hours. Not only will you gain a more comprehensive understanding of Spark, you’ll also learn how to make it sing.

With this book, you’ll explore:
How Spark SQL’s new interfaces improve performance over SQL’s RDD data structureThe choice between data joins in Core Spark and Spark SQLTechniques for getting the most out of standard RDD transformationsHow to work around performance issues in Spark’s key/value pair paradigmWriting high-performance Spark code without Scala or the JVMHow to test for functionality and performance when applying suggested improvementsUsing Spark MLlib and Spark ML machine learning librariesSpark’s Streaming components and external community packages

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Book Name High Performance Spark
Genre Computers & Internet
Language English
E-Book Size 6.07 MB

High Performance Spark (Holden Karau & Rachel Warren) Book Reviews 2023

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Summary of High Performance Spark by Holden Karau & Rachel Warren

The High Performance Spark book written by Holden Karau & Rachel Warren was published on 25 May 2017, Thursday in the Computers & Internet category. A total of 32 readers of the book gave the book 0 points out of 5.

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