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One of the things to avoid when it comes to parallelism is working with raw threads. Abstraction offers a way around the issue, by avoiding the need to deal with low-level details of parallel systems ...
In technology circles, parallelism is also often called concurrency. It is the computing construct that allows a microprocessor to drive two (or more) separate processes at the same time.