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https://issues.apache.org/jira/browse/HADOOP-1965?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#action_12537049
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Doug Cutting commented on HADOOP-1965:
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> Sort timings increase rapidly as compared to combine+spill with an increase 
> in io.sort.mb.

That's just the expected n*log(n) cost for sorting, no?

> causing the overall map timings to increase with io.sort.mb. 

And reduce timings should correspondingly decrease, since more of the sorting 
has already been completed.  An advantage of pushing more of the sort to the 
map might be that, since there are generally more map tasks, node failure 
during map will affect overall job time less than during reduce, right?


> Handle map output buffers better
> --------------------------------
>
>                 Key: HADOOP-1965
>                 URL: https://issues.apache.org/jira/browse/HADOOP-1965
>             Project: Hadoop
>          Issue Type: Improvement
>          Components: mapred
>            Reporter: Devaraj Das
>            Assignee: Amar Kamat
>         Attachments: 1965_single_proc_150mb_gziped.jpeg, 
> 1965_single_proc_150mb_gziped.pdf, 1965_single_proc_150mb_gziped_breakup.png
>
>
> Today, the map task stops calling the map method while sort/spill is using 
> the (single instance of) map output buffer. One improvement that can be done 
> to improve performance of the map task is to have another buffer for writing 
> the map outputs to, while sort/spill is using the first buffer.

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