One thing many people don't realize is that Linux OOM killer is nearly broken in a lot of cases.

For example, if you don't have swap space.

Without swap, Linux is winds up flushing file caches, mmaped files, etc. and usually re-reading them all over again...the machine is technically not out of memory or "swapping", but effectively, it's swapping and unresponsive.