Github user StephanEwen commented on the issue:

    https://github.com/apache/flink/pull/6111
  
    I have often wondered about this as well. There sure are a lot of log lines.
    
      - The state backends themselves should probably log on `debug` level, 
otherwise there is a line per operator in the task
      - The task itself should still log on info level, so that one has 
information to analyze checkpoints from the logs


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