An investigation of approaches to mitigating aginst cold start in serverless platforms

Detalhes bibliográficos
Autor(a) principal: Ribeiro, Diogo Abreu
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.26/39053
Resumo: This project presents the investigation and results found in the topic of ways to mitigate against cold start in serverless platforms, AWS (Amazon Web Services) being the focus of the investigation. The investigation started with the study of the current scientific literature in order to contextualize the problem and present hypothesis to study. From there, test scenarios were developed, resorting to the open source serverless framework, by deploying several functions with different characteristics and gathering results to analyse, regarding cold start times. The results showed that the cold start problem can and should be optimized from the side of the client, not only for the sake of performance, but also in order to reduce costs.
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network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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spelling An investigation of approaches to mitigating aginst cold start in serverless platformsServerlessAWSFaaSCold StartLambdaDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaThis project presents the investigation and results found in the topic of ways to mitigate against cold start in serverless platforms, AWS (Amazon Web Services) being the focus of the investigation. The investigation started with the study of the current scientific literature in order to contextualize the problem and present hypothesis to study. From there, test scenarios were developed, resorting to the open source serverless framework, by deploying several functions with different characteristics and gathering results to analyse, regarding cold start times. The results showed that the cold start problem can and should be optimized from the side of the client, not only for the sake of performance, but also in order to reduce costs.Oliveira, LuísRepositório ComumRibeiro, Diogo Abreu2022-01-27T18:09:24Z2021-112021-112021-11-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.26/39053TID:202889165porinfo: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:RCAAP2023-10-20T10:52:51Zoai:comum.rcaap.pt:10400.26/39053Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:37:19.115196Repositório 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 An investigation of approaches to mitigating aginst cold start in serverless platforms
title An investigation of approaches to mitigating aginst cold start in serverless platforms
spellingShingle An investigation of approaches to mitigating aginst cold start in serverless platforms
Ribeiro, Diogo Abreu
Serverless
AWS
FaaS
Cold Start
Lambda
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short An investigation of approaches to mitigating aginst cold start in serverless platforms
title_full An investigation of approaches to mitigating aginst cold start in serverless platforms
title_fullStr An investigation of approaches to mitigating aginst cold start in serverless platforms
title_full_unstemmed An investigation of approaches to mitigating aginst cold start in serverless platforms
title_sort An investigation of approaches to mitigating aginst cold start in serverless platforms
author Ribeiro, Diogo Abreu
author_facet Ribeiro, Diogo Abreu
author_role author
dc.contributor.none.fl_str_mv Oliveira, Luís
Repositório Comum
dc.contributor.author.fl_str_mv Ribeiro, Diogo Abreu
dc.subject.por.fl_str_mv Serverless
AWS
FaaS
Cold Start
Lambda
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Serverless
AWS
FaaS
Cold Start
Lambda
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description This project presents the investigation and results found in the topic of ways to mitigate against cold start in serverless platforms, AWS (Amazon Web Services) being the focus of the investigation. The investigation started with the study of the current scientific literature in order to contextualize the problem and present hypothesis to study. From there, test scenarios were developed, resorting to the open source serverless framework, by deploying several functions with different characteristics and gathering results to analyse, regarding cold start times. The results showed that the cold start problem can and should be optimized from the side of the client, not only for the sake of performance, but also in order to reduce costs.
publishDate 2021
dc.date.none.fl_str_mv 2021-11
2021-11
2021-11-01T00:00:00Z
2022-01-27T18:09:24Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.26/39053
TID:202889165
url http://hdl.handle.net/10400.26/39053
identifier_str_mv TID:202889165
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.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
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
repository.mail.fl_str_mv
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