Title :
Queueing analysis for multifractal traffic through network calculus and global scaling parameter
Author :
Vieira, Flávio Henrique Teles ; Lee, Luan Ling
Author_Institution :
Univ. Estadual de Campinas, Campinas
Abstract :
In this article, we derive a global scaling parameter for network multifractal traffic. Through this parameter and by relating the effective bandwidth concept to the statistical network calculus, we propose performance bounds for highspeed networks. Our performance bound estimation approach is evaluated by simulations with Internet and Ethernet traffic traces, verifying its efficiency in capturing byte loss probability and mean buffer occupation. The proposed byte loss probability bound was shown to be tighter than that given by the large deviations theory.
Keywords :
bandwidth allocation; computer networks; performance evaluation; probability; quality of service; queueing theory; statistical analysis; telecommunication traffic; Ethernet; Internet; bandwidth concept; byte loss probability; global scaling parameter; high-speed network; mean buffer occupation; network multifractal traffic; performance bound estimation; quality of service; queueing analysis; statistical network calculus; Bandwidth; Calculus; Ethernet networks; Fractals; Internet; Performance loss; Probability; Queueing analysis; Telecommunication traffic; Traffic control; Multifractal traffic; effective bandwidth; global scaling parameter; network calculus; performance bounds;
Conference_Titel :
Telecommunications Symposium, 2006 International
Conference_Location :
Fortaleza, Ceara
Print_ISBN :
978-85-89748-04-9
Electronic_ISBN :
978-85-89748-04-9
DOI :
10.1109/ITS.2006.4433266