Github user rmetzger commented on the pull request:

    https://github.com/apache/incubator-flink/pull/226#issuecomment-65705999
  
    I'm really not an expert in streaming systems, but the behavior feels 
unexpected coming from the batch world.
    For Flink batch, we have an InputSplitAssigner running in the JobManager 
that is assigning parts of the input to the workers in the cluster. Maybe we 
need to run the "HDFS monitoring" centrally in the JobManager an assign the 
reading to of the newly added files to individual workers (ideally respecting 
the locality).
    
    Maybe a good approach for now is to merge this change, document the 
limitation and then fix the issue.


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