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Avtomatika i Telemekhanika, 2020, Issue 12, Pages 129–152
DOI: https://doi.org/10.31857/S0005231020120089
(Mi at15442)
 

This article is cited in 10 scientific papers (total in 10 papers)

Stochastic Systems

Methods for estimating the required volume of resource for multiservice access nodes

S. N. Stepanov, M. S. Stepanov

Moscow Technical University of Communication and Informatics, Moscow, Russia
References:
Abstract: We construct and study a mathematical model for the distribution of information transmission resource in a multiservice access node. The model considers an arbitrary number of multimedia traffic streams, which differ in the intensity of claims arrival, the amount of resource used to service one claim, and the resource occupation time. The time intervals between the arrival of claims have an exponential distribution with a parameter depending on the number of claims being serviced in the considered flow. We construct a recursive algorithm for evaluating the characteristics. Relations are established between the integral and flow characteristics of the quality of service for the claims. We construct an efficient algorithm for estimating the amount of resource required to service given traffic flows with required quality. The efficiency of the computational procedure is achieved as a result of organizing recursion over the volume of resource and the use of normalized values of state probabilities. We consider a solution to the problem of estimating the required amount of resource for a multiservice node model, which allows to use resource reservation and dynamic distribution mechanisms when servicing elastic traffic. We show numerical examples that illustrate the features of the implementation of the constructed computational procedures.
Keywords: multiservice access node, Markov models, system of equilibrium equations, recursive algorithms, reservation, elastic traffic.
Presented by the member of Editorial Board: A. I. Lyakhov

Received: 17.03.2020
Revised: 15.05.2020
Accepted: 09.07.2020
English version:
Automation and Remote Control, 2020, Volume 81, Issue 12, Pages 2244–2261
DOI: https://doi.org/10.1134/S0005117920120085
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: S. N. Stepanov, M. S. Stepanov, “Methods for estimating the required volume of resource for multiservice access nodes”, Avtomat. i Telemekh., 2020, no. 12, 129–152; Autom. Remote Control, 81:12 (2020), 2244–2261
Citation in format AMSBIB
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\by S.~N.~Stepanov, M.~S.~Stepanov
\paper Methods for estimating the required volume of resource for multiservice access nodes
\jour Avtomat. i Telemekh.
\yr 2020
\issue 12
\pages 129--152
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\crossref{https://doi.org/10.31857/S0005231020120089}
\elib{https://elibrary.ru/item.asp?id=46743994}
\transl
\jour Autom. Remote Control
\yr 2020
\vol 81
\issue 12
\pages 2244--2261
\crossref{https://doi.org/10.1134/S0005117920120085}
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\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85101026472}
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  • https://www.mathnet.ru/eng/at15442
  • https://www.mathnet.ru/eng/at/y2020/i12/p129
  • This publication is cited in the following 10 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Avtomatika i Telemekhanika
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