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https://issues.apache.org/jira/browse/YARN-2877?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14219874#comment-14219874
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Sriram Rao commented on YARN-2877:
----------------------------------

[~kasha]  (1) Yes, the central RM can allocate optimistic containers, however, 
as you note it introduces extra latency. (2) Scaling the RM's allocation 
particularly when you have small tasks is another motivation as well.

> Extend YARN to support distributed scheduling
> ---------------------------------------------
>
>                 Key: YARN-2877
>                 URL: https://issues.apache.org/jira/browse/YARN-2877
>             Project: Hadoop YARN
>          Issue Type: New Feature
>          Components: nodemanager, resourcemanager
>            Reporter: Sriram Rao
>
> This is an umbrella JIRA that proposes to extend YARN to support distributed 
> scheduling.  Briefly, some of the motivations for distributed scheduling are 
> the following:
> 1. Improve cluster utilization by opportunistically executing tasks otherwise 
> idle resources on individual machines.
> 2. Reduce allocation latency.  Tasks where the scheduling time dominates 
> (i.e., task execution time is much less compared to the time required for 
> obtaining a container from the RM).
>  



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