Modeling Network Traffic with Multifractal Behavior

  title={Modeling Network Traffic with Multifractal Behavior},
  author={Ant{\'o}nio Nogueira and Paulo Salvador and Rui Valadas and Antonio Luiz Schalata Pacheco},
  journal={Telecommunication Systems},
The traffic engineering of IP networks requires accurate characterization and modeling of network traffic, due to the growing diversity of multimedia applications and the need to efficiently support QoS differentiation in the network. In recent years several types of traffic behavior, that can have significant impact on network performance, were discovered: longrange dependence, self-similarity and, more recently, multifractality. The extent to which a traffic model needs to incorporate each of… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 25 references

Fractal and multifractal internet traffic,

J. Véhel
Business Briefing: Global Optical Communications, • 2002
View 1 Excerpt

Scaling behavior analysis of multifractal traffic models based on stochastic Lsystems

A. Nogueira, R. Valadas

A fitting procedure for Markov modulated Poisson processes with an adaptive number of states,

P. Salvador, R. Valadas
Proceedings of the 9th IFIP Working Conference on Performance Modelling and Evaluation of ATM & IP Networks, • 2001
View 1 Excerpt