There's only so much load any piece of software running on a given and finished set of resources can handle properly... Once limits are reached, things will misbehave.
I agree completely, have lots of experience in complex hosting.
With all software having it's limits (assuming hw is relative) has a starting and ending point of when you need to start tweaking it, and in what direction. I was hoping to read more about that.