Title :
An envelope process for multifractal traffic modeling
Author :
Melo, Cesar A V ; Fonseca, Nelson L S da
Author_Institution :
Inst. of Comput., State Univ. of Campinas, Brazil
Abstract :
In this paper, a novel envelope process for multifractal traffic modeling is introduced. The envelope process is an upper bound for the amount of work arrived in a multifractal Brownian motion process. The time scale of interest of a queueing system fed by a multifractal stream is computed. Simulation experiments using both real and synthetic data show that the proposed model is accurate.
Keywords :
Brownian motion; Gaussian processes; IP networks; fractals; queueing theory; telecommunication traffic; Gaussian process; IP networks; envelope process; multifractal Brownian motion process; multifractal stream; multifractal traffic modeling; queueing system; Communication system traffic control; Computational modeling; Fractals; Gaussian processes; MONOS devices; Protocols; TCPIP; Telecommunication traffic; Traffic control; Upper bound;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312902
