Github user shivaram commented on the pull request:

    https://github.com/apache/spark/pull/1697#issuecomment-50831954
  
    Thanks for taking a look -- One thing I realized is that we only need top-5 
and don't need to sort the data. I'll try to use the Guava Ordering class and 
do some benchmarks 


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