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What are the practical limit of threads per CPU?

I've been playing around with threading, attempting to push some limits to the extreme - for my own amusement. I know the threadpool defaults to 25 threads and can be pushed up to 1000 (according to MSDN). What though, is the practical limit of threads per CPU core? At some point, context switching is going to cause more of a bottleneck than threading saves. Does anyone have any best practices covering this? Are we talking 100, 200, 500? Does it depend on what the threads are doing? What determines, other than framework dictated architecture how many threads operate optimally per CPU core?

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BobTheBuilder Avatar asked Mar 09 '11 01:03

BobTheBuilder


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2 Answers

It's all dependent on what the threads are doing, of course. If they are CPU-bound (say sitting tight in an infinite loop) then one thread per core will be enough to saturate the CPU; any more than that (and you will already have more, from background processes etc) and you will start getting contention.

On the other extreme, if the threads are not eligible to run (e.g. blocked on some synchronization object), then the limit of how many you could have would be dictated by factors other than the CPU (memory for the stacks, OS internal limits, etc).

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Jon Avatar answered Nov 15 '22 22:11

Jon


If your application is not CPU bound (like the majority), then context switches are not a big deal because every time your app has to wait, a context switch is necessary. The problem of having too many threads is about OS data structures and some synchronization anomalies like starvation, where a thread never (or very rarely) gets a chance to execute due to randomness of synchronization algorithms.

If your application is CPU bound (stays 99% of time working on memory, very rarely does I/O or wait for something else such as user input or another thread), then the optimal would be 1 thread per logical core, because in this case there will be no context switching.

Beware that the OS interrupts threads every time, even when there's only one thread for multiple CPUs. The OS interrupts threads not only to make task switching, but also for thread management purposes (like updating counters to show on Task Manager, or to allow a super user to kill it).

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fernacolo Avatar answered Nov 15 '22 20:11

fernacolo