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https://issues.apache.org/jira/browse/YARN-8178?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16448986#comment-16448986
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Zian Chen commented on YARN-8178:
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Hi [~asuresh], [~kkaranasos] , really appreciate your comments and show 
interest in this proposal. I'm working on the design documentation for this and 
will upload it in one or two days. Could you help review the doc and give your 
suggestions and comments to make it more feasible? 

> [Umbrella] Resource Over-commitment Based on Opportunistic Container 
> Preemption
> -------------------------------------------------------------------------------
>
>                 Key: YARN-8178
>                 URL: https://issues.apache.org/jira/browse/YARN-8178
>             Project: Hadoop YARN
>          Issue Type: New Feature
>          Components: capacity scheduler
>            Reporter: Zian Chen
>            Priority: Major
>
> We want to provide an opportunistic container-based solution to achieve more 
> aggressive preemption with shorter preemption monitoring interval. 
> Instead of allowing applications to allocate resources with a mix of 
> guaranteed and opportunistic containers, we allow newly submitted 
> applications to only contain guaranteed containers. Meanwhile, we change the 
> preemption logic to, instead of killing containers, demote guaranteed 
> containers into opportunistic ones, so that when there are new applications 
> submitted, we can ensure that these containers can be launched by preempting 
> opportunistic containers.
> This approach is related to YARN-1011 but achieves over-commitment in a 
> different way. However, we rely on opportunistic container part implemented 
> in YARN-1011 to make our design work well. 



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