Computer simulation is an important tool in the analysis and design of
communications networks. In spite of the advances in computational po
wer, using simulation to obtain rare event probabilities such as cell/
packet loss or delay in networks still requires prohibitively long exe
cution times. We provide an overview of importance sampling techniques
and how they can be used to provide orders of magnitude speedup for m
any network problems.