Github user StephanEwen commented on the pull request:

    https://github.com/apache/flink/pull/1208#issuecomment-145024435
  
    Global windows are not parallel, not in any system, it is inherent in the 
operation.
    
    You can pre-aggregate in parallel, if the windows are time windows. These 
are probably the most common windows. Any other windows are not even supported 
in any other system that I have worked with...


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