Telephone traffic analysis based on a scale-free user network

Y.X. Xia, Chi Kong Tse, Chung Ming Lau, W.M. Tam, M. Small

Research output: Unpublished conference presentation (presented paper, abstract, poster)Conference presentation (not published in journal/proceeding/book)Academic researchpeer-review

Abstract

In this paper we analyze the traffic of telephone systems. Unlike classical traffic analysis where users are assumed to be connected uniformly, our proposed method employs a small-world scale-free network to model the behavior of telephone users. Each user has a fixed set of acquaintances with whom the user may communicate, and the number of acquaintances follows a power-law distribution. We show that network traffic is greatly influenced by the user network behavior, and that call blocking probability is generally higher in the case of a scalefree user network. It is also shown that the carried traffic intensity is practically limited not only by the network capacity but also by the scale-free property of the user network.
Original languageEnglish
Pages110-113
Number of pages4
Publication statusPublished - 2005
EventInternational Symposium on Nonlinear Theory and Its Applications (2005)||NOLTA2005 -
Duration: 1 Jan 2005 → …

Conference

ConferenceInternational Symposium on Nonlinear Theory and Its Applications (2005)||NOLTA2005
Period1/01/05 → …

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