When should I use concurrency instead of multiprocessing?
An example of an AI chatbot conversation about when to choose concurrency over multiprocessing.
Can you explain when to use concurrency over multiprocessing?
Sure! Concurrency is ideal for I/O-bound tasks, while multiprocessing is better for CPU-bound tasks.
What do you mean by I/O-bound and CPU-bound?
I/O-bound tasks are limited by input/output operations, like reading files or network requests. CPU-bound tasks require heavy computation.
Can you give me examples of each type?
Absolutely! An example of an I/O-bound task is downloading files, while a CPU-bound task could be image processing.
How do I decide which one to use in my project?
Evaluate the nature of your tasks: if they involve waiting for external resources, go for concurrency; if they need heavy computation, choose multiprocessing.
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