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
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;
Conference_Titel :
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location :
Omsk
Print_ISBN :
978-1-4799-7102-2
DOI :
10.1109/SIBCON.2015.7147062