Modeling, simulation and measurements of queuing delay under long-tail internet traffic

  • Authors:
  • Michele Garetto;Don Towsley

  • Affiliations:
  • Politecnico di Torino, Torino, Italy;University of Massachusetts, Amherst, MA

  • Venue:
  • SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
  • Year:
  • 2003

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Abstract

In this paper we describe an analytical approach for estimating the queuing delay distribution on an Internet link carrying realistic TCP traffic, such as that produced by a large number of finite-size connections transferring files whose sizes are taken from a long-tail distribution. The analytical predictions are validated against detailed simulation experiments and real network measurements. Despite its simplicity, our model proves to be accurate and robust under a variety of operating conditions, and offers novel insights into the impact on the network of long-tail flow length distributions. Our contribution is a performance evaluation methodology that could be usefully employed in network dimensioning and engineering.