Using Markov chains for modelling networks

Beata Bylina, Jarosław Bylina

Abstract


The paper contains the review and the discussion on modelling communication networks with the use of queuing models and Markov chains. It shows how to take into account various characteristics of real systems - like some control mechanisms and the traffic self-similarity. There are presented two mechanisms modelled with Markov chains: the RED algorithm in TCP/IP and a self-similar traffic shaping.

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DOI: http://dx.doi.org/10.17951/ai.2005.3.1.27-34
Date of publication: 2015-01-04 00:00:00
Date of submission: 2016-04-27 10:14:15


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