What is the difference between parallelism and concurrency?
An example of an AI chatbot conversation about parallelism vs concurrency in computing.
Can you explain the difference between parallelism and concurrency?
Sure! Parallelism involves executing multiple tasks simultaneously, while concurrency is about managing multiple tasks at once.
Can you give me an example of each?
Of course! In parallelism, multiple processors work on different parts of a task at the same time. In concurrency, a single processor may switch between tasks to give the illusion of simultaneous execution.
Which one is better for performance?
It depends on the task. Parallelism can improve performance for CPU-bound tasks, while concurrency is better for I/O-bound tasks.
How do I implement these concepts in programming?
You can use threads or asynchronous programming for concurrency, and libraries like OpenMP or MPI for parallelism.
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