Github user nssalian commented on the pull request:

    https://github.com/apache/spark/pull/8071#issuecomment-130873054
  
    So, the consensus is to have `yarn-client` and `yarn-cluster` with the 
deploy-mode as alternative.
    I agree with @srowen, more places in the code have `yarn-client` and 
`yarn-cluster`.
    
    So the change is in the submitting applications doc wrt YARN and the 
Running on YARN doc wrt deploy-mode.
    I'll change accordingly and update the PR soon.
    



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