Github user StephanEwen commented on the issue:

    https://github.com/apache/flink/pull/3385
  
    One issue I think can happen in practice is that the checks "isRunning" and 
"isFinished" are not atomic. Imagine this scenario:
    
      - job is running
      - JobManager checks "isFinished" -> false
      - job finishes
      - JobManager checks "isRunning" -> false
      - JobManager starts job = bug



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