Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/1110#issuecomment-47683286
We benchmarked treeReduce in our random forest implementation, and since
the trees generated from each partition are fairly large (more than 100MB), we
found that treeReduce can significantly reduce the shuffle time from 6mins to
2mins. Nice work!
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