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High Performance Spark

By Holden Karau

High Performance Spark Computer Science

High Performance Spark

Only 1 item left in stock
Description
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
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
356
Release Date:
2017-06-16
Publication Date:
2017-07-11
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1491943203
ISBN13:
9781491943205
GPSR Manufacturer Reference:
[email protected]
Weight:
619 g
Height:
177 cm
Width:
233 cm
Thickness:
22 cm

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Very good
Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
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