Russian Federation
Russian Federation
UDC 004.7
A comparative analytical review of network traffic modeling methods is performed. Analytical models based on queuing theory, simulation models, and field experiments are considered. The application areas of each method are defined, and estimates of accuracy and labor intensity are provided. Recommendations are formulated for choosing a method depending on the nature of the problem to be solved.
system modeling, network traffic, queuing theory, simulation modeling, self-similarity
1. Stollings V. Sovremennye komp'yuternye seti. – 6-e izd. – SPb.: Piter, 2021. – 784 s.
2. Olifer V.G., Olifer N.A. Komp'yuternye seti. Principy, tehnologii, protokoly. – 6-e izd. – SPb.: Piter, 2020. – 1008 s.
3. Leland W.E., Taqqu M.S., Willinger W., Wilson D.V. On the Self-Similar Nature of Ethernet Traffic // IEEE/ACM Transactions on Networking. – 1994. – Vol. 2, No. 1. – P. 1–15. DOI: https://doi.org/10.1109/90.282603
4. Park K., Willinger W. Self-Similar Network Traffic and Performance Evaluation. – New York: Wiley-Interscience, 2000. – 558 p. DOI: https://doi.org/10.1002/047120644X
5. Jain R. The Art of Computer Systems Performance Analysis: Techniques for Experimental Design, Measurement, Simulation and Modeling. – 2nd ed. – New York: Wiley, 2019. – 720 p.
6. Kleynrok L. Teoriya massovogo obsluzhivaniya. – M.: Mashinostroenie, 1979. – 432 s.
7. Paxson V., Floyd S. Wide Area Traffic: The Failure of Poisson Modeling // IEEE/ACM Transactions on Networking. – 1995. – Vol. 3, No. 3. – P. 226–244. DOI: https://doi.org/10.1109/90.392383
8. Tanenbaum E., Uezeroll D. Komp'yuternye seti. – 6-e izd. – SPb.: Piter, 2019. – 960 s.
9. Avtomatizirovannyy kompleks dlya diagnostiki impul'sov relyativistskogo SVCh-generatora / A. I. Zarevich, E. V. Vegner, I. I. Vintizenko // Pribory i tehnika eksperimenta. – 2004. – № 3. – S. 78–82.
10. Issledovanie effektivnosti zaschity ot gamma-izlucheniya s ispol'zovaniem mnogosloynogo polusfericheskogo ekrana / A. V. Poluektov, A. I. Zarevich, F. V. Makarenko, M. V. Solodilov // Modelirovanie sistem i processov. – 2025. – T. 18, № 4. – S. 71–83. DOI: https://doi.org/10.12737/2219-0767-2025-18-4-71-83
