Github user jkbradley commented on the pull request: https://github.com/apache/spark/pull/2595#issuecomment-57838386 @chouqin @manishamde Seconding the comments from @mengxr --- in my tests, the current settings for maxMemoryInMB seem pretty reasonable. For a decent-size cluster (16 nodes or so), the implementation is communication-bound. For small maxMemoryInMB, the communication latency might outweigh the non-latency communication time. But for 256MB, there seems to be enough communication that latency is not an issue. But I've only tested in a limited setting (16-node EC2 cluster).
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