A Long-Range Dependent Model for Network Traffic with Flow-Scale Correlations

For more than a decade, it has been observed that network traffic exhibits long-range dependence and many models have been proposed relating this property to heavy-tailed flow durations. However, none of these models consider correlations at flow scale. Such correlations exist and will become more p...

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Veröffentlicht in:	Stochastic models 2011-04, Vol.27 (2), p.333-361
Hauptverfasser:	Loiseau, Patrick, Primet, Pascale Vicat-Blanc, Gonçalves, Paulo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science Engineering Sciences Exact sciences and technology Heavy-tailed distributions Long-range dependence Mathematics Multivariate analysis Network traffic Poisson process Primary 60K30 Probability and statistics Probability theory and stochastic processes Sciences and techniques of general use Secondary 90B20 Signal and Image Processing Special processes (renewal theory, markov renewal processes, semi-markov processes, statistical mechanics type models, applications) Statistics Stochastic analysis Stochastic models Stochastic processes Studies
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