|Spark: The Definitive Guide (O'Reilly)|
|Tuesday, 20 March 2018|
The creators of the Apache Spark cluster computing framework have written this book showing how to use, deploy, and maintain Apache Spark. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals. Topics covered start from the basic operations and common functions of Spark’s structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications.
The book also covers the fundamentals of monitoring, tuning, and debugging Spark, as well as machine learning techniques and scenarios for employing MLlib, Spark’s scalable machine-learning library.
Author: Bill Chambers and Matei Zaharia
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