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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 ResourceManager


ResourceManager is the core component of the YARN framework, which is responsible for managing the resources of a multinode cluster. It facilitates the resources allocation and bookkeeping for a distributed application running across multiple nodes of a YARN cluster. It works with a per node daemon called NodeManager and a per application service called ApplicationMaster. It manages resources across the cluster and executes YARN applications.

ResourceManager has several subcomponents that assist it in the efficient management of a multinodes cluster with thousands of distributed, resource exhaustive and time-bound applications running in parallel. This is shown in the following figure:

The client and admin interfaces

ResourceManager exposes methods to clients and cluster administrators for RPC communications to the ResourceManager and for accepting admin commands on priority. Here are the two classes that are used for communication to ResourceManager:

  1. ClientRMService...

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