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I believe that at the right level of abstraction, it is not and in fact can be as easy as sequential programming. Note, however, that "at the right level of abstraction" should be considered with care. Pragmatically there are some problems today with taking advantage of the "easiness" of parallel programming.

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Q: What is the difference between parallel execution and sequential execution in programming?
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