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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

Understanding NodeManager


The NodeManager node is the worker node for YARN and is responsible for updating the resource availability on a node to ResourceManager. It is also responsible for monitoring the health of a node and for executing containers for an application.

The following diagram shows various subcomponents of the NodeManager daemon followed by a detailed description of these subcomponents:

Status updates

The resource capability of a cluster is calculated as the sum of the capabilities of all NodeManager nodes. To utilize cluster resources efficiently, it is important to keep track of all resources across the cluster. NodeManager nodes send regular status updates to the ResourceManager. This enables ResourceManager to schedule execution of applications efficiently and increases the cluster performance. Few of the classes defined in the NodeManager framework for sending updates are mentioned in the upcoming sections.

  1. NodeStatusUpdater

    Every slave node with the NodeManager daemon registers...

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