Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/1485#issuecomment-49504813
  
    @fireflyc again just on my tangent -- the drawback is you leave N threads 
allocated taking up non-trivial stack memory and so on. In most of the cases I 
see the overhead of starting new threads on demand isn't significant. If what 
you describe is happening, then fixed is certainly an improvement over cached.


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