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Posted to mapreduce-issues@hadoop.apache.org by "Carlo Curino (JIRA)" <ji...@apache.org> on 2012/08/27 21:16:07 UTC

[jira] [Updated] (MAPREDUCE-4585) Checkpoint shuffle aggregation as map output

     [ https://issues.apache.org/jira/browse/MAPREDUCE-4585?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Carlo Curino updated MAPREDUCE-4585:
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    Attachment: shufflecheckpoint.pdf

Shuffle Checpoint-restart explained
                
> Checkpoint shuffle aggregation as map output
> --------------------------------------------
>
>                 Key: MAPREDUCE-4585
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-4585
>             Project: Hadoop Map/Reduce
>          Issue Type: New Feature
>          Components: task
>            Reporter: Chris Douglas
>         Attachments: shufflecheckpoint.pdf
>
>
> Map output collected during the shuffle can be spilled and written as a composite of map outputs. Particularly if the job employs a combiner, this checkpoint can provide fault tolerance and improve job throughput by aggregating intermediate output. The latter is especially helpful for jobs with multiple waves of reduces.

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