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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