Hadoop Yarn

Creator
Creator
Seonglae Cho
Created
Created
2022 Jan 7 15:14
Editor
Edited
Edited
2024 May 5 2:0
Refs
Refs

Yet Another Resource Negotiator

Hadoop 2.0 YARN splits up job scheduling and resource management
The two major functions of
Hadoop Job Tracker
into two separate daemons
  • Global resource manager
  • Per-application application master for job scheduling and monitoring
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Hadoop 1.0 limitations

  • Single Point of Failure – JobTracker and NameNode are the single point of failure. If it fails, the entire Job will fail.
  • Limitation in running applications – Hadoop 1.0 is limited to run only a MapReduce application and supports only the batch mode of processing.
  • Imbalance in Resource Utilization – Each TaskTracker is allocated predefined numbers of map and reduce slots, and hence resources may not be utilized completely when the map slots are performing tasks and might be full while the reduce slots are available to perform tasks and vice versa.
 
 
 

YARN NodeManager & Resource Manager

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Commands

yarn jar yarn node -list yarn node -status <nodeId> yarn top
 
 
 
 
 
Scheduler
 
 

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