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https://issues.apache.org/jira/browse/YARN-2154?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14123541#comment-14123541
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Wei Yan commented on YARN-2154:
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bq. 1. For each queue, the child {{Schedulable}}s should be sorted in the 
ascending order of (desiredShare - fairShare). In case of FSLeafQueue, this 
corresponds to running applications.
Do we still need to do the sorting? As we traverse from the root queue, and 
take applications from the queues which are starvated for min/fair share. I 
think we collect all applications from starvated queues.

bq. 4. Once the application list is computed, we traverse through the 
ResourceRequests (ordered first by application, second by priority) and preempt 
any matching containers currently assigned to an application over its share.
To sort the applications, do we still need to follow the policy? For example, 
for two applications belong to the same FSLeafQueue, they should be sorted 
according to the leafQueue's policy; for two applications belong to two 
different leaf queues, may need to refer to parent queue's policy. 
And, after preempting one container and assigning the resource to one 
application in the list, we also need to check whether that application and its 
parent queue is still starvated.

> FairScheduler: Improve preemption to preempt only those containers that would 
> satisfy the incoming request
> ----------------------------------------------------------------------------------------------------------
>
>                 Key: YARN-2154
>                 URL: https://issues.apache.org/jira/browse/YARN-2154
>             Project: Hadoop YARN
>          Issue Type: Improvement
>          Components: fairscheduler
>    Affects Versions: 2.4.0
>            Reporter: Karthik Kambatla
>            Assignee: Karthik Kambatla
>            Priority: Critical
>
> Today, FairScheduler uses a spray-gun approach to preemption. Instead, it 
> should only preempt resources that would satisfy the incoming request. 



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