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https://issues.apache.org/jira/browse/MAPREDUCE-841?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12752074#action_12752074
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Devaraj Das commented on MAPREDUCE-841:
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BTW for the splits part, MAPREDUCE-181 (http://tinyurl.com/legzp9) is 
introducing some changes.

> Protect Job Tracker against memory exhaustion due to very large InputSplit or 
> JobConf objects
> ---------------------------------------------------------------------------------------------
>
>                 Key: MAPREDUCE-841
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-841
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>          Components: jobtracker
>    Affects Versions: 0.20.1
>            Reporter: Hong Tang
>             Fix For: 0.21.0
>
>
> JobTracker only needs to examine a subset of information contained by 
> InputSplit or JobConf objects. But currently JobTracker loads the complete 
> user-defined InputSplit and JobConf objects in memory. This design would 
> leave JobTracker susceptible to memory exhaustion particularly in cases when 
> some bugs in user code which could result in very large input splits or job 
> conf objects (e.g. PIG-901).

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