Title
Fast simulation of broadband telecommunications networks carrying long-range dependent bursty traffic
Date Issued
01 December 1999
Access level
metadata only access
Resource Type
conference paper
Author(s)
Univ of Western Ontario
Publisher(s)
IEEE
Abstract
A technique for the fast simulation of broadband communications systems is proposed, which is based on regenerative Importance Sampling techniques. Our algorithm is applicable to estimate the probability of rare events when modeling the offered traffic using Fractional Stable Noise (FSN) processes (including Fractional Brownian Noise as a particular case), which have been recently proved to be able to capture both the long-range dependence and the burstiness of today's aggregate network traffic. An exact description of FSN processes is given, as well as an approximation that allows for the application of Importance Sampling techniques. The results obtained for a simple example are also included.
Start page
374
End page
381
Volume
1
Language
English
OCDE Knowledge area
Telecomunicaciones
Estadísticas, Probabilidad
Subjects
Scopus EID
2-s2.0-0033314101
ISSN of the container
02750708
Conference
Winter Simulation Conference Proceedings
Sources of information:
Directorio de Producción Científica
Scopus