Title :
Simulation of rare events in communications networks
Author :
Townsend, J. Keith ; Haraszti, Zsolt ; Freebersyser, James A. ; Devetsikiotis, Michael
Author_Institution :
North Carolina State Univ., Raleigh, NC, USA
fDate :
8/1/1998 12:00:00 AM
Abstract :
Computer simulation is an important tool in the analysis and design of communications networks. In spite of the advances in computational power, using simulation to obtain rare event probabilities such as cell/packet loss or delay in networks still requires prohibitively long execution times. We provide an overview of importance sampling techniques and how they can be used to provide orders of magnitude speedup for many network problems
Keywords :
asynchronous transfer mode; delays; digital simulation; packet switching; probability; telecommunication computing; telecommunication networks; ATM network; cell/packet loss; communications networks; computer simulation; delay; importance sampling techniques; network analysis; network design; rare event probabilities; rare events simulation; Asynchronous transfer mode; Communication networks; Computational modeling; Computer networks; Computer simulation; Discrete event simulation; Intelligent networks; Monte Carlo methods; Performance analysis; Probability;
Journal_Title :
Communications Magazine, IEEE