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Mastering Hadoop

You're reading from   Mastering Hadoop Go beyond the basics and master the next generation of Hadoop data processing platforms

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Product type Paperback
Published in Dec 2014
Publisher
ISBN-13 9781783983643
Length 374 pages
Edition 1st Edition
Tools
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Author (1):
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 Karanth Karanth
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Karanth
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Table of Contents (21) Chapters Close

Mastering Hadoop
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
1. Hadoop 2.X FREE CHAPTER 2. Advanced MapReduce 3. Advanced Pig 4. Advanced Hive 5. Serialization and Hadoop I/O 6. YARN – Bringing Other Paradigms to Hadoop 7. Storm on YARN – Low Latency Processing in Hadoop 8. Hadoop on the Cloud 9. HDFS Replacements 10. HDFS Federation 11. Hadoop Security 12. Analytics Using Hadoop Hadoop for Microsoft Windows Index

Cloud computing characteristics


The National Institute of Standards and Technology (NIST) (www.nist.gov) defines the following five important characteristics as the essence of cloud computing:

  • On-demand self service: Consumers of computing utility can provision and deprovision resources on the fly. The provisioning action can happen unilaterally in a self-serve manner without any human intervention with the service provider. For example, cloud computing has made it possible for an organization to provision a Hadoop cluster of a desired configuration from a console in their office, without having to call Amazon and letting them know about it.

  • Broad network access: The self-service part of cloud computing is facilitated via the Internet, allowing heterogeneous clients ranging from mobile phones to desktop computers to interact with the cloud computing service. Standard communication protocols such as HTTP are used to allow communication between these diverse sets of clients and the service...

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