A Few Investigations of Long-Range Dependence in Network Traffic

被引：15

作者：

Domanska, Joanna ^{[1
]}

Domanska, Adam ^{[2
]}

Czachorski, Tadeusz ^{[1
]}

机构：

[1] Polish Acad Sci, Inst Theoret & Appl Informat, PL-44100 Gliwice, Poland

[2] Silesian Tech Univ, Inst Informat, PL-44100 Gliwice, Poland

来源：

INFORMATION SCIENCES AND SYSTEMS 2014 | 2014年

关键词：

MODELS;

D O I：

10.1007/978-3-319-09465-6_15

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

The paper presents measurements and analysis of a LAN long-range dependence traffic collected in IITiS PAN (The Institute of Theoretical and Applied Informatics of the Polish Academy of Sciences). Several methods of Hurst parameter estimation were used, the results obtained by the methods differ substantially. The analysis was made for the whole traffic and traffics generated by particular types of protocols. We seek for a dependence of Hurst parameter on a protocol type. Then, a MMPP(Markov-Modulated Poisson Process) model was applied to mimic the traces. It allows us to consider Markovian queueing models with long-range dependent and self-similar traffic, an important factor as we dispose an efficient software tool to solve numerically very large continuous-time Markov chains.

引用

页码：137 / 144

页数：8

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