Resilient Service Chains through Smart Replication

Detalhes bibliográficos
Autor(a) principal: Perez Abreu, David
Data de Publicação: 2020
Outros Autores: Velasquez, Karima, Paquete, Luís, Curado, Marília, Monteiro, Edmundo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/101536
https://doi.org/10.1109/ACCESS.2020.3030537
Resumo: The Internet of Things paradigm enables a new set of smart end-user applications. The Cloud- Fog-Mist-Internet of Things infrastructure provides communication, compute, and storage support for these applications. However, this complex, heterogeneous, and distributed landscape requires orchestration and management mechanisms in order to guarantee their proper functioning. One particular factor to manage is the capacity to provide service resilience even in the presence of failures in components of the substrate infrastructure. This research proposes a set of mechanisms to formalize, orchestrate, and embed a batch of service requests for chained Virtual Functions to ful ll the speci c requirements of applications while enhancing their availability and ultimately their resilience. In detail, this work introduces a formal grammar to describe customized Service Chains, allowing the de nition of replicas for different Virtual Functions, and an Integer Linear Programming model for Virtual Function embedding that prioritizes the use of nodes with higher availability. Additionally, an alternative heuristic is presented to handle more complex scenarios by taking advantage of the multi-tier scenario comprising the Cloud-Fog-Mist-Internet of Things. Simulation results for the embedding mechanisms show that it is possible to increase the resilience of chained Virtual Functions, while balancing the load of the infrastructure nodes.
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spelling Resilient Service Chains through Smart ReplicationCloudfogIoTembeddingresilienceservice chainThe Internet of Things paradigm enables a new set of smart end-user applications. The Cloud- Fog-Mist-Internet of Things infrastructure provides communication, compute, and storage support for these applications. However, this complex, heterogeneous, and distributed landscape requires orchestration and management mechanisms in order to guarantee their proper functioning. One particular factor to manage is the capacity to provide service resilience even in the presence of failures in components of the substrate infrastructure. This research proposes a set of mechanisms to formalize, orchestrate, and embed a batch of service requests for chained Virtual Functions to ful ll the speci c requirements of applications while enhancing their availability and ultimately their resilience. In detail, this work introduces a formal grammar to describe customized Service Chains, allowing the de nition of replicas for different Virtual Functions, and an Integer Linear Programming model for Virtual Function embedding that prioritizes the use of nodes with higher availability. Additionally, an alternative heuristic is presented to handle more complex scenarios by taking advantage of the multi-tier scenario comprising the Cloud-Fog-Mist-Internet of Things. Simulation results for the embedding mechanisms show that it is possible to increase the resilience of chained Virtual Functions, while balancing the load of the infrastructure nodes.2020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/101536http://hdl.handle.net/10316/101536https://doi.org/10.1109/ACCESS.2020.3030537eng2169-3536Perez Abreu, DavidVelasquez, KarimaPaquete, LuísCurado, MaríliaMonteiro, Edmundoinfo: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:RCAAP2022-08-30T20:39:24Zoai:estudogeral.uc.pt:10316/101536Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:18:42.378387Repositório 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 Resilient Service Chains through Smart Replication
title Resilient Service Chains through Smart Replication
spellingShingle Resilient Service Chains through Smart Replication
Perez Abreu, David
Cloud
fog
IoT
embedding
resilience
service chain
title_short Resilient Service Chains through Smart Replication
title_full Resilient Service Chains through Smart Replication
title_fullStr Resilient Service Chains through Smart Replication
title_full_unstemmed Resilient Service Chains through Smart Replication
title_sort Resilient Service Chains through Smart Replication
author Perez Abreu, David
author_facet Perez Abreu, David
Velasquez, Karima
Paquete, Luís
Curado, Marília
Monteiro, Edmundo
author_role author
author2 Velasquez, Karima
Paquete, Luís
Curado, Marília
Monteiro, Edmundo
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Perez Abreu, David
Velasquez, Karima
Paquete, Luís
Curado, Marília
Monteiro, Edmundo
dc.subject.por.fl_str_mv Cloud
fog
IoT
embedding
resilience
service chain
topic Cloud
fog
IoT
embedding
resilience
service chain
description The Internet of Things paradigm enables a new set of smart end-user applications. The Cloud- Fog-Mist-Internet of Things infrastructure provides communication, compute, and storage support for these applications. However, this complex, heterogeneous, and distributed landscape requires orchestration and management mechanisms in order to guarantee their proper functioning. One particular factor to manage is the capacity to provide service resilience even in the presence of failures in components of the substrate infrastructure. This research proposes a set of mechanisms to formalize, orchestrate, and embed a batch of service requests for chained Virtual Functions to ful ll the speci c requirements of applications while enhancing their availability and ultimately their resilience. In detail, this work introduces a formal grammar to describe customized Service Chains, allowing the de nition of replicas for different Virtual Functions, and an Integer Linear Programming model for Virtual Function embedding that prioritizes the use of nodes with higher availability. Additionally, an alternative heuristic is presented to handle more complex scenarios by taking advantage of the multi-tier scenario comprising the Cloud-Fog-Mist-Internet of Things. Simulation results for the embedding mechanisms show that it is possible to increase the resilience of chained Virtual Functions, while balancing the load of the infrastructure nodes.
publishDate 2020
dc.date.none.fl_str_mv 2020
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/101536
http://hdl.handle.net/10316/101536
https://doi.org/10.1109/ACCESS.2020.3030537
url http://hdl.handle.net/10316/101536
https://doi.org/10.1109/ACCESS.2020.3030537
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2169-3536
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eu_rights_str_mv openAccess
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
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instacron_str RCAAP
institution RCAAP
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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