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Avtomatika i Telemekhanika, 2010, Issue 3, Pages 117–130
(Mi at794)
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This article is cited in 3 scientific papers (total in 3 papers)
Processing of Experimental Data
Quasi-Gaussian model of network traffic
V. A. Ogorodnikovab, S. M. Prigarinab, A. S. Rodionovab a Institute of Numerical Mathematics and Mathematical Geophysics,
Siberian Branch of Russian Academy of Sciences
b Novosibirsk State University
Abstract:
A method was proposed for numerical modeling of the time series of network traffic on the basis of the nonlinear transformation of the random Gaussian processes. The fractal characteristics of both initial and modeled time series were analyzed. The method was shown to be capable of reproducing one-dimensional distributions, correlations, and fractal characteristics of the time series under consideration.
Citation:
V. A. Ogorodnikov, S. M. Prigarin, A. S. Rodionov, “Quasi-Gaussian model of network traffic”, Avtomat. i Telemekh., 2010, no. 3, 117–130; Autom. Remote Control, 71:3 (2010), 473–485
Linking options:
https://www.mathnet.ru/eng/at794 https://www.mathnet.ru/eng/at/y2010/i3/p117
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Abstract page: | 410 | Full-text PDF : | 131 | References: | 67 | First page: | 6 |
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