John Cook wrote a very succinct analysis of the problem [1][2]. It uses an analytical model instead of a simulation, which I personally found easier to understand.

[1] https://www.johndcook.com/blog/2009/01/30/server-utilization...

[2] https://www.johndcook.com/blog/2008/10/21/what-happens-when-...