Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/3382#issuecomment-71796637 @fjiang6 It seems that we don't really have a scalable solution at this time. Do you mind closing this PR? It would be great if you can maintain this k-medoids implementation as a package. For example: http://spark-packages.org/package/26
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