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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