Universiti Teknologi Malaysia Institutional Repository

A fractal modeling for network traffic

Nor, S. M. and Yahya, Z. and Ihsanto, E. (2000) A fractal modeling for network traffic. TENCON 2000. Proceedings , 2 (3 vol.(xxv+536+614+527) ). pp. 472-477.

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Abstract

This paper describes fractal modeling with application to broadcast traffic of a switch-based LAN. The traffic is represented by two variables, packet inter-arrival time and packet size. The series of these two variables is normalized separately and considered as a number of random points in 2-dimensional space. In the study, fractal behavior of the traffic is considered to be caused by high variability of the packet inter-arrival time. Hence measuring variability of inter-arrival time is a necessity for fractal analysis. This analysis is done using long-range dependence (LRD) of variance measurement. The work compares LRD properties between real broadcast traffic and the synthetic one. The real traffic is captured from switch-based LAN, while the synthetic one is generated using iterated function system (IFS) method.

Item Type:Article
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:2330
Deposited By: Dr Zaharuddin Mohamed
Deposited On:11 Apr 2007 07:57
Last Modified:01 Jun 2010 03:02

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