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Parameter estimation of cascades model for network traffic

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3 Author(s)
Yi Zhang ; Key Lab. of Broadband Opt. Fiber Transmission & Commun. Networks, Univ. of Electron. Sci. & Technol. of China, Chengdu, China ; Lemin Li ; Bo Li

The cascades model was proposed recently to represent network traffic comprehensively. A parameter estimation procedure for the cascades model is proposed. Examples of the estimation procedure using artificially generated and real network collected traffic are given. It is pointed out that the stochastic process, which is in the cascades model, should not be the sequence of packet counts in unit time or the sequence of inter-arrival time between packets; instead, their cumulative sequences should be used.

Published in:

Communications, Circuits and Systems, 2004. ICCCAS 2004. 2004 International Conference on  (Volume:2 )

Date of Conference:

27-29 June 2004