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https://issues.apache.org/jira/browse/YARN-8178?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16443268#comment-16443268
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Konstantinos Karanasos commented on YARN-8178:
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This sounds interesting, [~Zian Chen]! I am curious to learn more details, 
especially about when exactly demotion will kick in and which containers will 
be chosen for demotion.

> [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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