DocumentCode
2448467
Title
Fast simulation of a voice-data multiplexer
Author
Heidelberger, Philip ; Simha, Rahul
Author_Institution
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
fYear
1995
fDate
2-6 Apr 1995
Firstpage
361
Abstract
This paper considers the problem of estimating, via simulation, extremely low packet loss rates in a voice-data multiplexer. The multiplexer gives priority to voice packets, unless the data queue length exceeds a threshold. To efficiently simulate such low loss rates requires the proper use of importance sampling. In this paper we describe an importance sampling technique that is guaranteed to provide an exponential decrease in variance over standard simulation. This importance sampling technique has two phases, with a different importance sampling strategy in each phase. Experimental results are presented that demonstrate the effectiveness of this approach
Keywords
Markov processes; asynchronous transfer mode; data communication; estimation theory; multiplexing; packet switching; signal sampling; voice communication; ATM model; Markovian arrival sources; data queue length; estimation; fast simulation; importance sampling; packet loss rates; variance; voice-data multiplexer; Bandwidth; Buffer overflow; Computer buffers; Dynamic scheduling; Loss measurement; Monte Carlo methods; Multiplexing; Propagation losses; Size measurement; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
INFOCOM '95. Fourteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Bringing Information to People. Proceedings. IEEE
Conference_Location
Boston, MA
ISSN
0743-166X
Print_ISBN
0-8186-6990-X
Type
conf
DOI
10.1109/INFCOM.1995.515896
Filename
515896
Link To Document