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
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;
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
Print_ISBN :
0-8186-6990-X
DOI :
10.1109/INFCOM.1995.515896