Github user StephanEwen commented on the pull request:

    https://github.com/apache/flink/pull/1003#issuecomment-131403660
  
    This is again baked into the Flink runtime. Is there a way to keep this 
separate?
    
    I am still a bit puzzled if this is the pattern with which people use 
parameter servers: embedded in the workers that operate on the training data. 
My impression so far was that the parameter servers are a separate component, 
usually running on different machines.
    
    Also, could you comment on how this could work with the changes proposes in 
#967


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