Real-Time Distributed Data Aggregation in Edge Systems

Detalhes bibliográficos
Autor(a) principal: Coelho, Nuno Gonçalo Sales Barreto Das Neves
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/166795
Resumo: We currently live in a world where everybody relies on smartphones and tablets to per- form their duties and daily actions. People now use these devices for just about anything, including surfing the web, reading e-mails, playing video games, or simply reading and writing documents. As a result of the mass adoption of mobile devices, the edges of the Internet have become resource-rich spaces with tons of devices that have their computa- tional power underutilized in many different ways. To expand the categories of novel applications currently being developed for the re- cently introduce hyper-local cloud-edge scenario, we propose a new category of applica- tions that require participating users to cooperate or collaborate among themselves, in order to achieve a common goal. To this end we propose Sage, a distributed middleware with a generic framework that is able to receive data from multiple sources, aggregate that data with defined algorithms and parameters, and send the aggregated result to the final application.
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spelling Real-Time Distributed Data Aggregation in Edge SystemsReal-TimeAggregationMobile EdgeEdge ComputingMobile ComputingStream ProcessingDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaWe currently live in a world where everybody relies on smartphones and tablets to per- form their duties and daily actions. People now use these devices for just about anything, including surfing the web, reading e-mails, playing video games, or simply reading and writing documents. As a result of the mass adoption of mobile devices, the edges of the Internet have become resource-rich spaces with tons of devices that have their computa- tional power underutilized in many different ways. To expand the categories of novel applications currently being developed for the re- cently introduce hyper-local cloud-edge scenario, we propose a new category of applica- tions that require participating users to cooperate or collaborate among themselves, in order to achieve a common goal. To this end we propose Sage, a distributed middleware with a generic framework that is able to receive data from multiple sources, aggregate that data with defined algorithms and parameters, and send the aggregated result to the final application.Vivemos atualmente num mundo onde toda a gente confia cada vez mais nos tele- móveis e tablets para fazer os seus deveres e atividades diárias. As pessoas hoje em dia utilizam estes disposistivos para essencialmente todas as tarefas, incluindo surfar a Inter- net, ler e-mails, jogar videos-jogos, fazer compras e muito mais. Esta utilização massiva de dispositivos tornou as redes de periferia em espaços ricos em recursos de processamento, muitas vezes sub-utilizados. De forma a expandir as várias categorias de novas aplicações que aproveitam estes espaços ricos em recursos na periferia, propomos um novo tipo de aplicações de controlo colaborativo. Nestas aplicações, os utilizadores numa rede periférica precisam de traba- lhar em conjunto usando os seus dispositivos móveis, de forma a atingir um objetivo em comum. Para este fim, apresentamos Sage, um middleware distribuído na rede de periferia com uma framework genérica que consegue receber dados de multiplas fontes e agregá-los com algoritmos e parâmetros definidos pelo programador, de forma a emitir um único fluxo de comandos para enviar para aplicação final.Paulino, HervéRUNCoelho, Nuno Gonçalo Sales Barreto Das Neves2024-04-30T15:51:30Z2020-072020-07-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/166795enginfo: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:RCAAP2024-05-22T18:20:52Zoai:run.unl.pt:10362/166795Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-22T18:20:52Repositório 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 Real-Time Distributed Data Aggregation in Edge Systems
title Real-Time Distributed Data Aggregation in Edge Systems
spellingShingle Real-Time Distributed Data Aggregation in Edge Systems
Coelho, Nuno Gonçalo Sales Barreto Das Neves
Real-Time
Aggregation
Mobile Edge
Edge Computing
Mobile Computing
Stream Processing
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short Real-Time Distributed Data Aggregation in Edge Systems
title_full Real-Time Distributed Data Aggregation in Edge Systems
title_fullStr Real-Time Distributed Data Aggregation in Edge Systems
title_full_unstemmed Real-Time Distributed Data Aggregation in Edge Systems
title_sort Real-Time Distributed Data Aggregation in Edge Systems
author Coelho, Nuno Gonçalo Sales Barreto Das Neves
author_facet Coelho, Nuno Gonçalo Sales Barreto Das Neves
author_role author
dc.contributor.none.fl_str_mv Paulino, Hervé
RUN
dc.contributor.author.fl_str_mv Coelho, Nuno Gonçalo Sales Barreto Das Neves
dc.subject.por.fl_str_mv Real-Time
Aggregation
Mobile Edge
Edge Computing
Mobile Computing
Stream Processing
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Real-Time
Aggregation
Mobile Edge
Edge Computing
Mobile Computing
Stream Processing
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description We currently live in a world where everybody relies on smartphones and tablets to per- form their duties and daily actions. People now use these devices for just about anything, including surfing the web, reading e-mails, playing video games, or simply reading and writing documents. As a result of the mass adoption of mobile devices, the edges of the Internet have become resource-rich spaces with tons of devices that have their computa- tional power underutilized in many different ways. To expand the categories of novel applications currently being developed for the re- cently introduce hyper-local cloud-edge scenario, we propose a new category of applica- tions that require participating users to cooperate or collaborate among themselves, in order to achieve a common goal. To this end we propose Sage, a distributed middleware with a generic framework that is able to receive data from multiple sources, aggregate that data with defined algorithms and parameters, and send the aggregated result to the final application.
publishDate 2020
dc.date.none.fl_str_mv 2020-07
2020-07-01T00:00:00Z
2024-04-30T15:51:30Z
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/10362/166795
url http://hdl.handle.net/10362/166795
dc.language.iso.fl_str_mv eng
language eng
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 mluisa.alvim@gmail.com
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