Three propositions about distributions of network traffic

  • Authors:
  • Chen Ming;Pei Ling-Bo;Liang Wen

  • Affiliations:
  • PLA University of Science and Technology, Nanjing, PR China;PLA University of Science and Technology, Nanjing, PR China;PLA University of Science and Technology, Nanjing, PR China

  • Venue:
  • SpringSim '07 Proceedings of the 2007 spring simulaiton multiconference - Volume 1
  • Year:
  • 2007

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Abstract

According to some discoveries and analysis results of network measurement for network traffic in recent years [1, 2], this paper has proposed three propositions about distributions of network traffic. To explain these propositions, the shaping effect for network traffic the Internet structures have is pointed out, and the novel concept of shaping operator and a double-mode transition model between self-similarity distribution and Poisson distribution is put forward. Finally, the validity of the shaping function and three propositions are verified by a lot of simulation experiments on NS2.