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.ua
Lutsk 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 traffic

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Published
2023-03-31

Cited by

Kozlovskiy, V., Yakymchuk, N., Selepyna, Y., Moroz, S., & Tkachuk, A. (2023). DEVELOPMENT OF A MODIFIED METHOD OF NETWORK TRAFFIC FORMING. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 13(1), 50–53. https://doi.org/10.35784/iapgos.3452

Authors

Valeriy Kozlovskiy 

National Aviation University, Faculty of Cybernetics, Computer and Software Engineering, Department of Information Security Ukraine
http://orcid.org/0000-0002-8301-5501

Authors

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

Authors

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

Authors

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

Authors

Anatolii Tkachuk 
a.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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