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High performance Spark: best practices for scaling and optimizing Apache Spark

✍ Scribed by Karau, Holden;Warren, Rachel

Publisher
O'Reilly Media
Year
2017
Tongue
English
Leaves
341
Category
Library
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✦ Synopsis

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 structure
  • The choice between data joins in Core Spark and Spark SQL
  • Techniques for getting the most out of standard RDD...

    • ✦ Subjects

    MinerΓ­a de datos;Spark (Lenguaje de programaciΓ³n)

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