Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes

Detalhes bibliográficos
Autor(a) principal: Barbosa, Fábio
Data de Publicação: 2020
Outros Autores: Sousa, Amaro, Agra, Agostinho
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/28814
Resumo: This paper addresses two related problems in the context of transparent optical networks. In the network design problem, the aim is to identify a set of fiber links to connect a given set of nodes. In the network upgrade problem, the aim is to identify a set of new fiber links to add to a given network topology. For a given fiber length budget, the aim in both problems is to maximize the network resilience to the simultaneous failure of its critical nodes. The resilience is evaluated by the average 2‐terminal reliability (A2TR) against a set of critical node failures and the critical nodes are the ones that minimize the A2TR of the network. So, the design/upgrade problem is a bi‐level max‐min optimization problem. Recently, a multi start greedy randomized heuristic was proposed for both problems. Here, we propose an alternative method based on a greedy deterministic algorithm and we provide computational results showing that the new method obtains better solutions. The results show that the resiliency difference between existing network topologies and the best network design solutions is very high but this difference can be significantly reduced by network upgrades with small fiber length budgets.
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spelling Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodesTransparent optical networksCritical node detectionResilient network designDisastersOptimizationHeuristicsThis paper addresses two related problems in the context of transparent optical networks. In the network design problem, the aim is to identify a set of fiber links to connect a given set of nodes. In the network upgrade problem, the aim is to identify a set of new fiber links to add to a given network topology. For a given fiber length budget, the aim in both problems is to maximize the network resilience to the simultaneous failure of its critical nodes. The resilience is evaluated by the average 2‐terminal reliability (A2TR) against a set of critical node failures and the critical nodes are the ones that minimize the A2TR of the network. So, the design/upgrade problem is a bi‐level max‐min optimization problem. Recently, a multi start greedy randomized heuristic was proposed for both problems. Here, we propose an alternative method based on a greedy deterministic algorithm and we provide computational results showing that the new method obtains better solutions. The results show that the resiliency difference between existing network topologies and the best network design solutions is very high but this difference can be significantly reduced by network upgrades with small fiber length budgets.Wiley2020-062020-06-01T00:00:00Z2021-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/28814eng0028-304510.1002/net.21933Barbosa, FábioSousa, AmaroAgra, Agostinhoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:55:45Zoai:ria.ua.pt:10773/28814Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:01:16.834190Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
title Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
spellingShingle Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
Barbosa, Fábio
Transparent optical networks
Critical node detection
Resilient network design
Disasters
Optimization
Heuristics
title_short Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
title_full Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
title_fullStr Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
title_full_unstemmed Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
title_sort Design/upgrade of a transparent optical network topology resilient to the simultaneous failure of its critical nodes
author Barbosa, Fábio
author_facet Barbosa, Fábio
Sousa, Amaro
Agra, Agostinho
author_role author
author2 Sousa, Amaro
Agra, Agostinho
author2_role author
author
dc.contributor.author.fl_str_mv Barbosa, Fábio
Sousa, Amaro
Agra, Agostinho
dc.subject.por.fl_str_mv Transparent optical networks
Critical node detection
Resilient network design
Disasters
Optimization
Heuristics
topic Transparent optical networks
Critical node detection
Resilient network design
Disasters
Optimization
Heuristics
description This paper addresses two related problems in the context of transparent optical networks. In the network design problem, the aim is to identify a set of fiber links to connect a given set of nodes. In the network upgrade problem, the aim is to identify a set of new fiber links to add to a given network topology. For a given fiber length budget, the aim in both problems is to maximize the network resilience to the simultaneous failure of its critical nodes. The resilience is evaluated by the average 2‐terminal reliability (A2TR) against a set of critical node failures and the critical nodes are the ones that minimize the A2TR of the network. So, the design/upgrade problem is a bi‐level max‐min optimization problem. Recently, a multi start greedy randomized heuristic was proposed for both problems. Here, we propose an alternative method based on a greedy deterministic algorithm and we provide computational results showing that the new method obtains better solutions. The results show that the resiliency difference between existing network topologies and the best network design solutions is very high but this difference can be significantly reduced by network upgrades with small fiber length budgets.
publishDate 2020
dc.date.none.fl_str_mv 2020-06
2020-06-01T00:00:00Z
2021-06-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/28814
url http://hdl.handle.net/10773/28814
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0028-3045
10.1002/net.21933
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dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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