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https://issues.apache.org/jira/browse/YARN-1011?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Karthik Kambatla updated YARN-1011:
-----------------------------------
    Attachment: yarn-1011-design-v2.pdf

Based on the comments here and learnings from the paper Bikas pointed out, I 
have updated the design with more details. Most of the new details are in the 
section named Scheduling (Section 3.1 in page 2). 

[~bikassaha], [~nroberts], [~leftnoteasy], [~elgoiri] - could you give it a 
quick read through, and see if it is missing any major things. I am fairly 
certain we ll learn more as we implement/use the feature.


> [Umbrella] Schedule containers based on utilization of currently allocated 
> containers
> -------------------------------------------------------------------------------------
>
>                 Key: YARN-1011
>                 URL: https://issues.apache.org/jira/browse/YARN-1011
>             Project: Hadoop YARN
>          Issue Type: New Feature
>            Reporter: Arun C Murthy
>         Attachments: yarn-1011-design-v0.pdf, yarn-1011-design-v1.pdf, 
> yarn-1011-design-v2.pdf
>
>
> Currently RM allocates containers and assumes resources allocated are 
> utilized.
> RM can, and should, get to a point where it measures utilization of allocated 
> containers and, if appropriate, allocate more (speculative?) containers.



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