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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Some Models Parameters Calculation For Simulation Of Network Traffic
Marginal Distribution And Self-Similarity |
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Authors: |
Alexander Yu. Privalov,
Alexander V. Blagov |
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Published in:
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(2009).ECMS
2009 Proceedings edited by J. Otamendi, A. Bargiela, J. L. Montes, L. M. Doncel
Pedrera. European Council for Modeling and
Simulation. doi:10.7148/2009 ISBN: 978-0-9553018-8-9 23rd
European Conference on Modelling and Simulation, Madrid, June
9-12, 2009 |
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Citation
format: |
Privalov, A. Y., & Blagov,
A. V. (2009). Some Models Parameters Calculation For Simulation Of Network
Traffic Marginal Distribution And Self-Similarity. ECMS 2009 Proceedings
edited by J. Otamendi, A. Bargiela,
J. L. Montes, L. M. Doncel Pedrera (pp. 18-24). European Council for Modeling
and Simulation. doi:10.7148/2009-0018-0024 |
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DOI: |
http://dx.doi.org/10.7148/2009-0018-0024 |
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Abstract: |
In this paper, we present a simple
numerical method of parameters calculation for well known
traffic models M/G/∞ Input and On-Off Sources, which allows to simulate both
self-similar properties and marginal distribution of real network traffic.
Some modifications of these models are considered. These modifications allow to simulate network traffic with several important
statistical characterizes, such as marginal distribution, autocorrelation
function and Hurst parameter like in real network traffic. |
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