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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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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. |
format | Online Article Text |
id | pubmed-4092093 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT vanwoenseltom optimalroutingingeneralfinitemultiserverqueueingnetworks AT cruzfredericorb optimalroutingingeneralfinitemultiserverqueueingnetworks |