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There is no formal answer for that question, as the notion of "embarrassingly parallel" is not a formal one; it is an informal and imprecise notion. I understand it to basically mean that if you do the trivial and obvious thing to parallelize (whatever that may be), it works, and there's no need for sophisticated solutions.

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