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From "Tsuyoshi OZAWA (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (MAPREDUCE-6209) Implement a heuristic to auto-size Java heap of MRAppMaster container
Date Fri, 16 Jan 2015 10:23:35 GMT

    [ https://issues.apache.org/jira/browse/MAPREDUCE-6209?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14280062#comment-14280062
] 

Tsuyoshi OZAWA commented on MAPREDUCE-6209:
-------------------------------------------

[~jira.shegalov] Tez is doing similar approach: task memory * 0.8  is used to avoid OoM. It
looks good to me. Do you have additional ideas?

> Implement a heuristic to auto-size Java heap of MRAppMaster container
> ---------------------------------------------------------------------
>
>                 Key: MAPREDUCE-6209
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-6209
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>          Components: applicationmaster
>            Reporter: Gera Shegalov
>
> The size of Java heap required by the AM is linearly proportional to the size of the
MR job (number of mappers/splits and reducers). it would be nice if users did not have to
adjust the AM container size when transitioning from testing job on a small sample to a production
job on a full-scale dataset. 



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