Title :
Simulation of network traffic and its application
Author :
Zhang, Bingyi ; Sun, Yamin
Author_Institution :
Dept. of Comput. Sci., Nanjing Univ. of Sci. & Technol., China
Abstract :
Network traffic model based on Alpha stable process is a hot point. Many models without proof have been proposed. A fractal Alpha model is proposed in this paper and two proofs based on flow and session level respectively are given. Proof and simulation show the model in this paper can describe the self similarity, spike and the long range dependent between increments. Using the mode in this paper, a formula for the residual of the queueing distribution function (RDF) is deduced. Comparing the RDF based on the model in this paper with that based on other models, it can be found that the formula in this paper meet real RDF better.
Keywords :
computer network management; fractals; modelling; query processing; telecommunication congestion control; telecommunication traffic; RDF; fractal Alpha model; network traffic model; queueing distribution function; self similarity; Application software; Computational modeling; Computer science; Distribution functions; Internet; Protocols; Resource description framework; Sun; Telecommunication traffic; Traffic control;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1469504
