DEVELOPMENT OF A MODIFIED METHOD OF NETWORK TRAFFIC FORMING
Valeriy Kozlovskiy
National Aviation University, Faculty of Cybernetics, Computer and Software Engineering, Department of Information Security (Ukraine)
http://orcid.org/0000-0002-8301-5501
Natalia Yakymchuk
Lutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications (Ukraine)
http://orcid.org/0000-0002-8173-449X
Yosyp Selepyna
Lutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications (Ukraine)
http://orcid.org/0000-0002-2421-1844
Serhii Moroz
Lutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications (Ukraine)
http://orcid.org/0000-0003-4677-5170
Anatolii Tkachuk
a.tkachuk@lntu.edu.uaLutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications (Ukraine)
https://orcid.org/0000-0001-9085-7777
Abstract
Based on the analysis of the statistical characteristics of heterogeneous network traffic of "Quadruple Play" mobile subscribers, it is shown that it cannot be represented by Poisson or Erlang distributions. It is shown that for such similar traffic, the rate of growth of the required buffer volume increases as the Hurst parameter increases. A method of adaptive traffic formation using the control of the length of intervals of the intensity of the arrival of data packets has been developed. Congestion management is carried out by changing the frequency of the marker generator (GM) on the basis of the results of forecasting the required bandwidth of the system and the required buffer size. The shaper adapts to changes in the length and instantaneous intensity of packet input in real-time.
Keywords:
communication channels, mass service theory, self-similarity trafficReferences
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Authors
Valeriy KozlovskiyNational Aviation University, Faculty of Cybernetics, Computer and Software Engineering, Department of Information Security Ukraine
http://orcid.org/0000-0002-8301-5501
Authors
Natalia YakymchukLutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications Ukraine
http://orcid.org/0000-0002-8173-449X
Authors
Yosyp SelepynaLutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications Ukraine
http://orcid.org/0000-0002-2421-1844
Authors
Serhii MorozLutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications Ukraine
http://orcid.org/0000-0003-4677-5170
Authors
Anatolii Tkachuka.tkachuk@lntu.edu.ua
Lutsk National Technical University, Faculty of Computer and Information Technologies, Department of Electronics and Telecommunications Ukraine
https://orcid.org/0000-0001-9085-7777
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