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Spark: The Definitive Guide

BILL CHAMBERS - Matei Zaharia
pubblicato da O'Reilly Media

Prezzo online:
39,51

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. 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.

You'll explore 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. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Spark's scalable machine-learning library.

  • Get a gentle overview of big data and Spark
  • Learn about DataFrames, SQL, and DatasetsSpark's core APIsthrough worked examples
  • Dive into Spark's low-level APIs, RDDs, and execution of SQL and DataFrames
  • Understand how Spark runs on a cluster
  • Debug, monitor, and tune Spark clusters and applications
  • Learn the power of Structured Streaming, Spark's stream-processing engine
  • Learn how you can apply MLlib to a variety of problems, including classification or recommendation

Dettagli

Generi Informatica e Web » Linguaggi e Applicazioni » Programmazione web » Scienza dei calcolatori » Programmazione e sviluppo del software » Comunicazione e reti informatiche » Database

Editore O'reilly Media

Formato Ebook con Adobe DRM

Pubblicato 08/02/2018

Lingua Inglese

EAN-13 9781491912294

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