Github user StephanEwen commented on the pull request:

    https://github.com/apache/flink/pull/1527#issuecomment-177599020
  
    Concerning the data management: @aljoscha and me are currently heavily 
reworking that.
    All window operations need to go onto the "state" interfaces. Before we 
merge this one, we should also do that, so please do not spend much time on 
optimizing how the buffers for the two inputs are implemented.
    
    The interfaces for that will go into the code in a few days (they are in 
this pull request: https://github.com/apache/flink/pull/1562)
    
    For now, I would focus on the API and we look into the buffers in a few 
days.
    
    BTW: how exactly the buffered data is held (managed memory, external 
databases, etc) depends on the "state backend" of the job. Memory behavior can 
be changed that way and the operators need not worry about that.


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