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From "Craig Welch (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (YARN-3319) Implement a Fair SchedulerOrderingPolicy
Date Thu, 02 Apr 2015 06:26:53 GMT

     [ https://issues.apache.org/jira/browse/YARN-3319?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel

Craig Welch updated YARN-3319:
    Attachment: YARN-3319.39.patch

> Implement a Fair SchedulerOrderingPolicy
> ----------------------------------------
>                 Key: YARN-3319
>                 URL: https://issues.apache.org/jira/browse/YARN-3319
>             Project: Hadoop YARN
>          Issue Type: Sub-task
>          Components: scheduler
>            Reporter: Craig Welch
>            Assignee: Craig Welch
>         Attachments: YARN-3319.13.patch, YARN-3319.14.patch, YARN-3319.17.patch, YARN-3319.35.patch,
> Implement a Fair Comparator for the Scheduler Comparator Ordering Policy which prefers
to allocate to SchedulerProcesses with least current usage, very similar to the FairScheduler's
> The Policy will offer allocations to applications in a queue in order of least resources
used, and preempt applications in reverse order (from most resources used). This will include
conditional support for sizeBasedWeight style adjustment
> An implementation of a Scheduler Comparator for use with the Scheduler Comparator Ordering
Policy will be built with the below comparison for ordering applications for container assignment
(ascending) and for preemption (descending)
> Current resource usage - less usage is lesser
> Submission time - earlier is lesser
> Optionally, based on a conditional configuration to enable sizeBasedWeight (default false),
an adjustment to boost larger applications (to offset the natural preference for smaller applications)
will adjust the resource usage value based on demand, dividing it by the below value:
> Math.log1p(app memory demand) / Math.log(2);
> In cases where the above is indeterminate (two applications are equal after this comparison),
behavior falls back to comparison based on the application name, which is lexically FIFO for
that comparison (first submitted is lesser)

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