Github user pwendell commented on the pull request:

    https://github.com/apache/spark/pull/8931#issuecomment-146285580
  
    I think we want to have concise and consistent names here across all the 
metrics. Here is my proposal for naming:
    
    ```
    input rows
    output rows
    spilled data
    memory
    task memory (max)
    task spilled data (max)
    ```
    
    I think the word "peak" is not necessary because I assume your report the 
peak memory over the lifetime of a task. I think the word "total" is not 
necessary because these are accumulated values and can be assumed to be total 
unless otherwise stated.


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