Development of a modified method of network traffic forming

V Kozlovskiy, N Yakymchuk, Y Selepyna… - … automatyka, pomiary w …, 2023 - ph.pollub.pl
V Kozlovskiy, N Yakymchuk, Y Selepyna, S Moroz, A Tkachuk
Informatyka, automatyka, pomiary w gospodarce i ochronie środowiska, 2023ph.pollub.pl
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 …
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.
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