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From "Sunil G (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (YARN-2004) Priority scheduling support in Capacity scheduler
Date Wed, 18 Feb 2015 08:31:11 GMT

    [ https://issues.apache.org/jira/browse/YARN-2004?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14325576#comment-14325576
] 

Sunil G commented on YARN-2004:
-------------------------------

About the priority inversion problem, I feel we could use below approach

1. To identify lower priority application which is waiting for resource over a long period,
 *lastScheduledContainer* in *SchedulerApplicationAttempt* can be used to get the timestamp
of last allocation. And based on a time limit configuration, it is possible to identify the
apps which are starving.
2. Identify few higher applications and decrease its headroom explicitly by one resource request
of lower priority application.
3. Reset the headroom of higher priority application back once lower priority application
has got the container. 
Kindly share the thoughts on same.

> Priority scheduling support in Capacity scheduler
> -------------------------------------------------
>
>                 Key: YARN-2004
>                 URL: https://issues.apache.org/jira/browse/YARN-2004
>             Project: Hadoop YARN
>          Issue Type: Sub-task
>          Components: capacityscheduler
>            Reporter: Sunil G
>            Assignee: Sunil G
>         Attachments: 0001-YARN-2004.patch
>
>
> Based on the priority of the application, Capacity Scheduler should be able to give preference
to application while doing scheduling.
> Comparator<FiCaSchedulerApp> applicationComparator can be changed as below.		
> 1.	Check for Application priority. If priority is available, then return the highest
priority job.
> 2.	Otherwise continue with existing logic such as App ID comparison and then TimeStamp
comparison.



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