DocumentCode
1416934
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
Volume
36
Issue
8
fYear
1998
fDate
8/1/1998 12:00:00 AM
Firstpage
36
Lastpage
41
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;
fLanguage
English
Journal_Title
Communications Magazine, IEEE
Publisher
ieee
ISSN
0163-6804
Type
jour
DOI
10.1109/35.707815
Filename
707815
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