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Posted to mapreduce-issues@hadoop.apache.org by "Mayank Bansal (JIRA)" <ji...@apache.org> on 2012/06/05 02:34:23 UTC
[jira] [Updated] (MAPREDUCE-4305) Implement delay scheduling in
capacity scheduler for improving data locality
[ https://issues.apache.org/jira/browse/MAPREDUCE-4305?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Mayank Bansal updated MAPREDUCE-4305:
-------------------------------------
Attachment: MAPREDUCE-4305
Initial patch for 22
> Implement delay scheduling in capacity scheduler for improving data locality
> ----------------------------------------------------------------------------
>
> Key: MAPREDUCE-4305
> URL: https://issues.apache.org/jira/browse/MAPREDUCE-4305
> Project: Hadoop Map/Reduce
> Issue Type: New Feature
> Reporter: Mayank Bansal
> Assignee: Mayank Bansal
> Attachments: MAPREDUCE-4305
>
>
> Capacity Scheduler data local tasks are about 40%-50% which is not good.
> While my test with 70 node cluster i consistently get data locality around 40-50% on a free cluster.
> I think we need to implement something like delay scheduling in the capacity scheduler for improving the data locality.
> http://radlab.cs.berkeley.edu/publication/308
> After implementing the delay scheduling on Hadoop 22 I am getting 100 % data locality in free cluster and around 90% data locality in busy cluster.
> Thanks,
> Mayank
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