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Optimal Routing in General Finite Multi-Server Queueing Networks

The design of general finite multi-server queueing networks is a challenging problem that arises in many real-life situations, including computer networks, manufacturing systems, and telecommunication networks. In this paper, we examine the optimal routing problem in arbitrary configured acyclic que...

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Detalles Bibliográficos
Autores principales: van Woensel, Tom, Cruz, Frederico R. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4092093/
https://www.ncbi.nlm.nih.gov/pubmed/25010660
http://dx.doi.org/10.1371/journal.pone.0102075
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author van Woensel, Tom
Cruz, Frederico R. B.
author_facet van Woensel, Tom
Cruz, Frederico R. B.
author_sort van Woensel, Tom
collection PubMed
description The design of general finite multi-server queueing networks is a challenging problem that arises in many real-life situations, including computer networks, manufacturing systems, and telecommunication networks. In this paper, we examine the optimal routing problem in arbitrary configured acyclic queueing networks. The performance of the finite queueing network is evaluated with a known approximate performance evaluation method and the optimization is done by means of a heuristics based on the Powell algorithm. The proposed methodology is then applied to determine the optimal routing probability vector that maximizes the throughput of the queueing network. We show numerical results for some networks to quantify the quality of the routing vector approximations obtained.
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spelling pubmed-40920932014-07-18 Optimal Routing in General Finite Multi-Server Queueing Networks van Woensel, Tom Cruz, Frederico R. B. PLoS One Research Article The design of general finite multi-server queueing networks is a challenging problem that arises in many real-life situations, including computer networks, manufacturing systems, and telecommunication networks. In this paper, we examine the optimal routing problem in arbitrary configured acyclic queueing networks. The performance of the finite queueing network is evaluated with a known approximate performance evaluation method and the optimization is done by means of a heuristics based on the Powell algorithm. The proposed methodology is then applied to determine the optimal routing probability vector that maximizes the throughput of the queueing network. We show numerical results for some networks to quantify the quality of the routing vector approximations obtained. Public Library of Science 2014-07-10 /pmc/articles/PMC4092093/ /pubmed/25010660 http://dx.doi.org/10.1371/journal.pone.0102075 Text en © 2014 van Woensel, Cruz http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
van Woensel, Tom
Cruz, Frederico R. B.
Optimal Routing in General Finite Multi-Server Queueing Networks
title Optimal Routing in General Finite Multi-Server Queueing Networks
title_full Optimal Routing in General Finite Multi-Server Queueing Networks
title_fullStr Optimal Routing in General Finite Multi-Server Queueing Networks
title_full_unstemmed Optimal Routing in General Finite Multi-Server Queueing Networks
title_short Optimal Routing in General Finite Multi-Server Queueing Networks
title_sort optimal routing in general finite multi-server queueing networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4092093/
https://www.ncbi.nlm.nih.gov/pubmed/25010660
http://dx.doi.org/10.1371/journal.pone.0102075
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