DEVELOPMENT OF A MODIFIED METHOD OF NETWORK TRAFFIC FORMING

Main Article Content

DOI

Valeriy Kozlovskiy

kzzi@nau.edu.ua

http://orcid.org/0000-0002-8301-5501
Natalia Yakymchuk

n.yakymchuk@lntu.edu.ua

http://orcid.org/0000-0002-8173-449X
Yosyp Selepyna

y.selepyna@lntu.edu.ua

http://orcid.org/0000-0002-2421-1844
Serhii Moroz

s.moroz@lntu.edu.ua

http://orcid.org/0000-0003-4677-5170
Anatolii Tkachuk

a.tkachuk@lntu.edu.ua

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

References

Article Details

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