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https://issues.apache.org/jira/browse/SPARK-17050?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15420336#comment-15420336
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Sean Owen commented on SPARK-17050:
-----------------------------------

[~WeichenXu123] this sounds quite related to 
https://issues.apache.org/jira/browse/SPARK-17033 . I don't think we should 
open JIRAs for the exact same logical change in different classes. Let's put 
these together into SPARK-17033.

> Improve initKMeansParallel with treeAggregate
> ---------------------------------------------
>
>                 Key: SPARK-17050
>                 URL: https://issues.apache.org/jira/browse/SPARK-17050
>             Project: Spark
>          Issue Type: Improvement
>            Reporter: Weichen Xu
>   Original Estimate: 24h
>  Remaining Estimate: 24h
>
> The `initKMeansParallel` use `rdd.aggregate`, it is better to use 
> `treeAggregate` to get better performance.



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