Um arcabouço para roteamento em redes MPLS

Detalhes bibliográficos
Ano de defesa: 2005
Autor(a) principal: Adriana de Andrade Oliveira
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://hdl.handle.net/1843/SLBS-6GVFBC
Resumo: This work addresses the problem of physical route selection for Label Switched Paths (LSPs) in Multi-Protocol Label Switching (MPLS) networks. It consists of defining routes for LSPs trying to minimize the total number of hops and the total number of rejections. The LSPs path selection problem is addressed through two different approaches: on-line and offline. We propose an ILP (Integer Linear Programming) model to solve the offline problem in an exact manner. This model tries to balance the network load while minimizing the network rejection rate. The goal is to optimize the overall network performance by routing requests through under-utilized links. Issues concerning the execution time necessary to solve the model are noticed and a genetic algorithm (GA) is developed to address theses issues. The GA is based on the combination of routing policies and adaptive route movements. In order to analyze the genetic algorithm's performance, various simulations are conducted. Results show that the GA executes much faster than the commercial tool used to solve the model in an exact manner. Results also show that the use of the GA considerably decreases the amount of rejected requests in the network. Experiments are conducted and satisfactory results are found showing that the GA is also suitable for on-line routing. This work also addresses the problem of adjusting the network routingin other cases besides the arrival of new requests. The process ofadjusting the network routing is called Grooming and it occurs when a new network element is configured, LSPs are torn down or a network element recovers from failure. It is necessary when routing decisions taken in the past are no longer efficient. A traffic/resource change detection mechanism is proposed to trigger the Grooming process. This mechanism is based on control charts and is used in the context of defining the moment the Grooming should take place. Simulation results indicate that better performance is achieved using the proposed mechanisms.
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spelling Um arcabouço para roteamento em redes MPLSComputaçãoRedes de computação Qualidade dos produtosRedes de computação ProtocolosEngenharia de tráfegoTelecomunicações TráfegoAracabouçoRedesThis work addresses the problem of physical route selection for Label Switched Paths (LSPs) in Multi-Protocol Label Switching (MPLS) networks. It consists of defining routes for LSPs trying to minimize the total number of hops and the total number of rejections. The LSPs path selection problem is addressed through two different approaches: on-line and offline. We propose an ILP (Integer Linear Programming) model to solve the offline problem in an exact manner. This model tries to balance the network load while minimizing the network rejection rate. The goal is to optimize the overall network performance by routing requests through under-utilized links. Issues concerning the execution time necessary to solve the model are noticed and a genetic algorithm (GA) is developed to address theses issues. The GA is based on the combination of routing policies and adaptive route movements. In order to analyze the genetic algorithm's performance, various simulations are conducted. Results show that the GA executes much faster than the commercial tool used to solve the model in an exact manner. Results also show that the use of the GA considerably decreases the amount of rejected requests in the network. Experiments are conducted and satisfactory results are found showing that the GA is also suitable for on-line routing. This work also addresses the problem of adjusting the network routingin other cases besides the arrival of new requests. The process ofadjusting the network routing is called Grooming and it occurs when a new network element is configured, LSPs are torn down or a network element recovers from failure. It is necessary when routing decisions taken in the past are no longer efficient. A traffic/resource change detection mechanism is proposed to trigger the Grooming process. This mechanism is based on control charts and is used in the context of defining the moment the Grooming should take place. Simulation results indicate that better performance is achieved using the proposed mechanisms.Universidade Federal de Minas Gerais2019-08-12T12:41:27Z2025-09-09T01:21:32Z2019-08-12T12:41:27Z2005-10-03info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://hdl.handle.net/1843/SLBS-6GVFBCAdriana de Andrade Oliveirainfo:eu-repo/semantics/openAccessporreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMG2025-09-09T01:21:32Zoai:repositorio.ufmg.br:1843/SLBS-6GVFBCRepositório InstitucionalPUBhttps://repositorio.ufmg.br/oairepositorio@ufmg.bropendoar:2025-09-09T01:21:32Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Um arcabouço para roteamento em redes MPLS
title Um arcabouço para roteamento em redes MPLS
spellingShingle Um arcabouço para roteamento em redes MPLS
Adriana de Andrade Oliveira
Computação
Redes de computação Qualidade dos produtos
Redes de computação Protocolos
Engenharia de tráfego
Telecomunicações Tráfego
Aracabouço
Redes
title_short Um arcabouço para roteamento em redes MPLS
title_full Um arcabouço para roteamento em redes MPLS
title_fullStr Um arcabouço para roteamento em redes MPLS
title_full_unstemmed Um arcabouço para roteamento em redes MPLS
title_sort Um arcabouço para roteamento em redes MPLS
author Adriana de Andrade Oliveira
author_facet Adriana de Andrade Oliveira
author_role author
dc.contributor.author.fl_str_mv Adriana de Andrade Oliveira
dc.subject.por.fl_str_mv Computação
Redes de computação Qualidade dos produtos
Redes de computação Protocolos
Engenharia de tráfego
Telecomunicações Tráfego
Aracabouço
Redes
topic Computação
Redes de computação Qualidade dos produtos
Redes de computação Protocolos
Engenharia de tráfego
Telecomunicações Tráfego
Aracabouço
Redes
description This work addresses the problem of physical route selection for Label Switched Paths (LSPs) in Multi-Protocol Label Switching (MPLS) networks. It consists of defining routes for LSPs trying to minimize the total number of hops and the total number of rejections. The LSPs path selection problem is addressed through two different approaches: on-line and offline. We propose an ILP (Integer Linear Programming) model to solve the offline problem in an exact manner. This model tries to balance the network load while minimizing the network rejection rate. The goal is to optimize the overall network performance by routing requests through under-utilized links. Issues concerning the execution time necessary to solve the model are noticed and a genetic algorithm (GA) is developed to address theses issues. The GA is based on the combination of routing policies and adaptive route movements. In order to analyze the genetic algorithm's performance, various simulations are conducted. Results show that the GA executes much faster than the commercial tool used to solve the model in an exact manner. Results also show that the use of the GA considerably decreases the amount of rejected requests in the network. Experiments are conducted and satisfactory results are found showing that the GA is also suitable for on-line routing. This work also addresses the problem of adjusting the network routingin other cases besides the arrival of new requests. The process ofadjusting the network routing is called Grooming and it occurs when a new network element is configured, LSPs are torn down or a network element recovers from failure. It is necessary when routing decisions taken in the past are no longer efficient. A traffic/resource change detection mechanism is proposed to trigger the Grooming process. This mechanism is based on control charts and is used in the context of defining the moment the Grooming should take place. Simulation results indicate that better performance is achieved using the proposed mechanisms.
publishDate 2005
dc.date.none.fl_str_mv 2005-10-03
2019-08-12T12:41:27Z
2019-08-12T12:41:27Z
2025-09-09T01:21:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1843/SLBS-6GVFBC
url https://hdl.handle.net/1843/SLBS-6GVFBC
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
repository.name.fl_str_mv Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv repositorio@ufmg.br
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