Title :
The research of a network traffic in a backbone internet channel
Author :
Porshnev, S.V. ; Koposov, A.S. ; Bozhalkin, D.A.
Author_Institution :
Ural Fed. Univ. named after the first President of Russia B. N. Yeltsin, Ekaterinburg, Russia
Abstract :
We discuss the results of the analysis of a high-speed backbone network traffic dumps. We´ve obtained estimates of the parameters of functions that approximate the distribution of the number of packets transmitted in the main internet channel for the three groups of users. The effect of the aggregation window size on the distribution parameters was analyzed. It was found that one of the parameters of the distribution doesn´t have the property of scale invariance, which allows putting into question the validity of the hypothesis of self-similarity of traffic in the main internet channel.
Keywords :
Internet; telecommunication channels; telecommunication traffic; backbone Internet channel; backbone network traffic dumps; computer networks; distribution parameters; network traffic research; scale invariance; traffic self-similarity; Genetic algorithms; Internet; MATLAB; Mice; Ports (Computers); Random sequences; Telecommunication traffic; classification of flows; data mining; data processing; distribution parameters; dump; genetic algorithms; network; network packet; parallel computing; traffic flows;
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.2015.7147005
