Real-Time Distributed Data Aggregation in Edge Systems
Autor(a) principal: | |
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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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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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1817546005918253056 |