DECOMPOSITION OF MEASURED DATA ON THE NETWORK SEGMENT BETWEEN LAN AND ISP

Amreev M. Naubetov D.A. Yakubova M.Z. Mirzakulova S.A. Serikov T.G.
15 November 2022 Little Lion Scientific

Journal of Theoretical and Applied Information Technology
2022 #100 Issue 21 6396 - 6407 pp.

Functioning packet trunks experience a constant increase in load in wired access networks, which in turn are transformed and becoming more and more optical in accordance with GPON (Gigabit Passive Optical Network) technology. It is established that numerous studies of the measured data on packet network trunks confirm that they are not stationary, and their structure is multicomponent, and there are no studies of the structure of network access traffic. Therefore, this article is devoted to the study of network traffic between LAN and ISP. On the basis of the measured data, scattering diagrams are constructed, a statistical assessment of the correlation of the measured series to the general population of the normal distribution is carried out, a correlogram is constructed and the decomposition of the time series is performed by the SSA (Singular spectrum analysis) method, which has a strict justification within the framework of the theory of dynamical systems. Also, it is concluded that the traffic entering the backbone network also has a complex structure, with its decomposition into the main components of the time series.

ISP (Internet service provider) , LAN , OPNET Modeler , SSA (Singular Spectrum Analysis) , Time series analysis , Wireshark

Text of the article Перейти на текст статьи

Almaty University of Power Engineering and Telecommunication named Gumarbek Daukeev, Almaty, Kazakhstan
Turan University, Almaty, Kazakhstan
Kazakh Agrotechnical University named after S. Seifullina, Nur-Sultan, Kazakhstan

Almaty University of Power Engineering and Telecommunication named Gumarbek Daukeev
Turan University
Kazakh Agrotechnical University named after S. Seifullina

10 лет помогаем публиковать статьи Международный издатель

Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026