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https://issues.apache.org/jira/browse/MAHOUT-320?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12840592#action_12840592
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Drew Farris commented on MAHOUT-320:
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The big win here is sortability of the binary form. I'm not certain that 
IntPairWritables that used variable length encoding would be inherently 
sortable without converting them back to ints.

> Modify IntPairWritable in LDA implementation to be binary comparable to 
> improve performance.
> --------------------------------------------------------------------------------------------
>
>                 Key: MAHOUT-320
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-320
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Clustering
>    Affects Versions: 0.3
>            Reporter: Drew Farris
>            Assignee: Robin Anil
>            Priority: Minor
>         Attachments: MAHOUT-320.patch
>
>
> Per discussion with Robin, modifying o.a.m.clustering.lda.IntPairWritable to 
> be binary comparable will improve the performance of the comparison 
> operations during a sort because no marshaling will need to occur to compare 
> IntPairWritable instances.

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