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

fYear

2015

fDate

21-23 May 2015

Firstpage

1

Lastpage

5

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;

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.2015.7147005

Filename

7147005