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Analysis of telephone network traffic based on a complex user network

  • Yongxiang Xia*
  • , Chi K. Tse
  • , Francis C.M. Lau
  • , Wai Man Tam
  • , Michael Small
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

The traffic in telephone networks is analyzed in this paper. Unlike the classical traffic analysis where call blockings are due to the limited channel capacity, we consider here a more realistic cause for call blockings which is due to the way in which users are networked in a real-life human society. Furthermore, two kinds of user network, namely, the fully connected user network and the scale-free network, are employed to model the way in which telephone users are connected. We show that the blocking probability is generally higher in the case of the scale-free user network, and that the carried traffic intensity is practically limited not only by the network capacity but also by the property of the user network. © 2006 Elsevier B.V. All rights reserved.
Original languageEnglish
Pages (from-to)583-594
JournalPhysica A: Statistical Mechanics and its Applications
Volume368
Issue number2
Online published23 Jan 2006
DOIs
Publication statusPublished - 15 Aug 2006
Externally publishedYes

Research Keywords

  • Telephone network
  • Traffic analysis
  • Complex networks
  • Scale-free network

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