When should I use multiprocessing instead of multithreading?
An example of an AI chatbot conversation about when to use multiprocessing vs multithreading.
When should I use multiprocessing instead of multithreading?
It depends on the task. Multiprocessing is better for CPU-bound tasks, while multithreading is ideal for I/O-bound tasks.
Can you explain what CPU-bound and I/O-bound tasks are?
Sure! CPU-bound tasks require a lot of processing power, like calculations. I/O-bound tasks spend time waiting for input/output operations, like reading files.
What are some examples of CPU-bound tasks?
Examples include image processing, data analysis, and complex calculations. These tasks benefit from multiple CPU cores.
And what about I/O-bound tasks?
I/O-bound tasks include web scraping, file downloads, and database queries. They can be efficiently handled with multithreading.
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