I'm currently working with a system that has 64 CPU cores and 256 GB of RAM. I'm trying to figure out how many threads I should use in my program to ensure it runs smoothly. Any detailed documents or insights on parallel processing would be really appreciated!
3 Answers
There's a lot of material on this, especially in computer architecture courses focusing on Amdahl's Law and parallelism. If you're serious about optimizing your threads, I'd suggest checking out resources that explain how different workloads interact with multi-threading. Here’s a solid primer: [Amdahl's Law](https://web.engr.oregonstate.edu/~mjb/cs575/Handouts/speedups.and.amdahls.law.6pp.pdf). It should give you a better perspective on how to utilize your cores effectively.
The number of threads really depends on your specific use case. Not all tasks will benefit from more threads, and some might not scale linearly. If your program is CPU-bound, adding more threads might not help if the workload isn’t designed to take advantage of them. It's best to analyze the nature of the task first.
You can use anywhere from one thread to utilizing all 64 depending on your algorithm design. It really varies based on the context of your application. If you want precise recommendations, providing some example code or explaining the algorithm you’re working with would help us give you better advice!

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