Asynchronous vs Multiprocessing: What's the Difference?

What is the difference between asynchronous programming and multiprocessing?

Asynchronous programming allows tasks to run concurrently without blocking, while multiprocessing uses multiple processes to execute tasks in parallel.

Can you give me an example of when to use asynchronous programming?

Sure! Asynchronous programming is great for I/O-bound tasks, like web requests, where you want to handle multiple requests without waiting for each to complete.

And when should I use multiprocessing?

Multiprocessing is ideal for CPU-bound tasks, such as heavy computations, where you want to utilize multiple CPU cores to speed up processing.

Are there any downsides to using either approach?

Yes, asynchronous programming can be complex to manage, while multiprocessing can have overhead due to inter-process communication.