What are the differences between multi-threading and multi-processing?

What are the differences between multi-threading and multi-processing?

Multi-threading involves multiple threads within a single process sharing the same memory space, while multi-processing uses multiple processes with separate memory spaces.

Can you explain the advantages of each approach?

Sure! Multi-threading is generally more memory efficient and faster for tasks that require shared data. Multi-processing, on the other hand, is better for CPU-bound tasks as it can utilize multiple CPU cores.

Are there any downsides to using multi-threading?

Yes, multi-threading can lead to issues like race conditions and deadlocks due to shared memory access, making it harder to debug.

When should I choose multi-processing over multi-threading?

You should choose multi-processing when your tasks are CPU-intensive and can benefit from parallel execution across multiple cores.