Transactions of KarRC RAS :: Scientific publications

О.В. Лукашенко, Е.В. Морозов, М. Пагано.

Применение гауссовских процессов в моделировании сетевого трафика

// Труды КарНЦ РАН. No 3. Сер. Математическое моделирование и информационные технологии. Вып. 1. 2010. C. 51-58

O.V. Lukashenko, E.V. Morozov, M. Pagano. Applications of gaussian processes in network traffic modeling // Transactions of Karelian Research Centre of Russian Academy of Science. No 3. Mathematical Modeling and Information Technologies. 2010. Pp. 51-58

Keywords: communication network, Gaussian processes, self-similarity, longrange dependence

This review article is devoted to network traffic modeling based on Gaussian processes. We concentrate on the analytical properties of such models. Moreover, the simulation methods of Gaussian processes and methods to detect normality of the network traffic are also discussed. The paper is supported by RFBR, project 10-07-00017.