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Learning YARN

You're reading from   Learning YARN Moving beyond MapReduce - learn resource management and big data processing using YARN

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Product type Paperback
Published in Aug 2015
Publisher
ISBN-13 9781784393960
Length 278 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (14) Chapters Close

Preface 1. Starting with YARN Basics FREE CHAPTER 2. Setting up a Hadoop-YARN Cluster 3. Administering a Hadoop-YARN Cluster 4. Executing Applications Using YARN 5. Understanding YARN Life Cycle Management 6. Migrating from MRv1 to MRv2 7. Writing Your Own YARN Applications 8. Dive Deep into YARN Components 9. Exploring YARN REST Services 10. Scheduling YARN Applications 11. Enabling Security in YARN 12. Real-time Data Analytics Using YARN Index

Handling resource localization in YARN


Resource is anything that is required by the container to execute the assigned task. Since the containers are running and managed by NodeManager on different nodes, it is the responsibility of NodeManager to make the required resources available on every node. YARN facilitates this feature of NodeManager by providing ResourceLocalizationService. This service is responsible for downloading the application resource locally to the NodeManager node's filesystem and to make it available to containers running for that application.

Resource localization terminologies

In this section, we'll discuss a few terminologies related to resource localization in YARN. In order to configure and use resource localization, it is important to understand the following concepts:

  • LocalResource: It is defined as a resource required by the container for the execution of the application. NodeManager is responsible for making the resources available to the local filesystem before...

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