DocumentCode
3010585
Title
Cascade method of realization of heavy-tailed distributions in data network modelling
Author
Zadorozhnyi, V.N.
Author_Institution
Omsk State Tech. Univ., Omsk, Russia
fYear
2015
fDate
21-23 May 2015
Firstpage
1
Lastpage
4
Abstract
The paper solves the problem of moments´ displacement at generating of random variables described with the help of the heavy tails distribution. The solution of this problem verifies the results of simulation modeling of message queues in data networks with fractal traffic. The methods of solving the problem of moments´ displacement are also proposed. We developed the effective method for generating of random variables with the heavy tails distributions. The accuracy of the proposed method is evaluated.
Keywords
data communication; queueing theory; random number generation; telecommunication traffic; data transmission network; fractal traffic; heavy-tailed distributions realization cascade method; message queue; random variable generation; Accuracy; Analytical models; Computational modeling; Distortion; Fractals; Generators; Mathematical model; Fractal traffic; queueing theory; random number generators; simulation modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location
Omsk
Print_ISBN
978-1-4799-7102-2
Type
conf
DOI
10.1109/SIBCON.2015.7147062
Filename
7147062
Link To Document