Spark GraphX in Action

$15.99

Spark GraphX in Action
Authors: Michael Malak
Year: 2016
Publisher: Manning Publications
Language: English
ISBN 13: 9781617292521
ISBN 10: 1617292524
Categories: Computers, Databases
Pages: 320 / 319
Edition: 1

Availability: 5000 in stock

SKU: 9781617292521 Categories: ,

Spark GraphX in Action Michael Malak, Robin East
Spark GraphX in Action starts out with an overview of Apache Spark and the GraphX graph processing API. This example-based tutorial then teaches you how to configure GraphX and how to use it interactively. Along the way, you’ll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. GraphX is a powerful graph processing API for the Apache Spark analytics engine that lets you draw insights from large datasets. GraphX gives you unprecedented speed and capacity for running massively parallel and machine learning algorithms. Spark GraphX in Action begins with the big picture of what graphs can be used for. This example-based tutorial teaches you how to use GraphX interactively. You’ll start with a crystal-clear introduction to building big data graphs from regular data, and then explore the problems and possibilities of implementing graph algorithms and architecting graph processing pipelines. Along the way, you’ll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. What’s Inside
Understanding graph technology
Using the GraphX API
Developing algorithms for big graphs
Machine learning with graphs
Graph visualization
Categories:
Computers – Databases
Year:
2016
Edition:
1
Publisher:
Manning Publications
Language:
english
Pages:
282
ISBN 10:
1617292524
ISBN 13:
9781617292521
File:
116 MB

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Spark GraphX in Action
$15.99

Availability: 5000 in stock