Github user andrewor14 commented on the pull request:

    https://github.com/apache/spark/pull/9051#issuecomment-148552339
  
    Chiming in a little late here. I actually like (1) in @pwendell's 
[comment](https://github.com/apache/spark/pull/9051#issuecomment-147493632), 
where we fix the semantics of Duration. IMO this is a bug; most people 
understand "duration" of a stage to be the time it took to actually run the 
stage, excluding the waiting time. My concern with (2) is that any term we 
choose adds more confusion; what does "service time" or "active time" mean? Why 
is there a "service time" AND a duration?
    
    I also don't see how introducing a max task time makes the stage duration 
any less confusing. I actually think it's even worse since now the user has to 
reconcile two metrics that don't agree with each other.


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