Collaborative creation of a reference architecture for the implementation of data service platforms

Big Data refers to data set whose volume, velocity, and variety make it difficult to capture, manage and process using conventional technologies and tools. This concept is generating new needs in organizations to allow the capture, storage, and analysis of data with these characteristics and thus ob...

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Tipo de recurso:
Fecha de publicación:
2020
Institución:
Universidad de Medellín
Repositorio:
Repositorio UDEM
Idioma:
spa
OAI Identifier:
oai:repository.udem.edu.co:11407/5928
Acceso en línea:
http://hdl.handle.net/11407/5928
Palabra clave:
Architecture
Big data
Data analytics
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http://purl.org/coar/access_right/c_16ec
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spelling 20202021-02-05T14:57:58Z2021-02-05T14:57:58Zhttp://hdl.handle.net/11407/592810.17013/risti.39.114-130Big Data refers to data set whose volume, velocity, and variety make it difficult to capture, manage and process using conventional technologies and tools. This concept is generating new needs in organizations to allow the capture, storage, and analysis of data with these characteristics and thus obtain relevant information for decision-making. A challenge for organizations is the implementation of an architecture that covers these needs, since they must consider the different existing technologies and must establish the policies for data governance that will be available to users. A reference architecture of a data analytics platform that is capable of decoupling from technological tools will be a guide that will allow organizations to define a path to achieve the management of these data and thus have effective tools for make decisions in the company. © 2020, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved.spahttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85099223667&doi=10.17013%2fristi.39.114-130&partnerID=40&md5=0eb3df825ce2a7a9bd5191c87afbe70c202039114149RISTI - Revista Iberica de Sistemas e Tecnologias de InformacaoArchitectureBig dataData analyticsCollaborative creation of a reference architecture for the implementation of data service platformsArticleinfo:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Ingeniería de SistemasFacultad de IngenieríasJiménez, E.E.G., Universidad de Medellín, Carrera 87 No. 30-65, Medellín, 50026, ColombiaQuintero, J.B., Universidad de Medellín, Carrera 87 No. 30-65, Medellín, 50026, ColombiaLosada, B.M., Universidad de Medellín, Carrera 87 No. 30-65, Medellín, 50026, Colombiahttp://purl.org/coar/access_right/c_16ecJiménez E.E.G.Quintero J.B.Losada B.M.11407/5928oai:repository.udem.edu.co:11407/59282021-02-05 09:57:58.324Repositorio Institucional Universidad de Medellinrepositorio@udem.edu.co
dc.title.none.fl_str_mv Collaborative creation of a reference architecture for the implementation of data service platforms
title Collaborative creation of a reference architecture for the implementation of data service platforms
spellingShingle Collaborative creation of a reference architecture for the implementation of data service platforms
Architecture
Big data
Data analytics
title_short Collaborative creation of a reference architecture for the implementation of data service platforms
title_full Collaborative creation of a reference architecture for the implementation of data service platforms
title_fullStr Collaborative creation of a reference architecture for the implementation of data service platforms
title_full_unstemmed Collaborative creation of a reference architecture for the implementation of data service platforms
title_sort Collaborative creation of a reference architecture for the implementation of data service platforms
dc.subject.spa.fl_str_mv Architecture
Big data
Data analytics
topic Architecture
Big data
Data analytics
description Big Data refers to data set whose volume, velocity, and variety make it difficult to capture, manage and process using conventional technologies and tools. This concept is generating new needs in organizations to allow the capture, storage, and analysis of data with these characteristics and thus obtain relevant information for decision-making. A challenge for organizations is the implementation of an architecture that covers these needs, since they must consider the different existing technologies and must establish the policies for data governance that will be available to users. A reference architecture of a data analytics platform that is capable of decoupling from technological tools will be a guide that will allow organizations to define a path to achieve the management of these data and thus have effective tools for make decisions in the company. © 2020, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2021-02-05T14:57:58Z
dc.date.available.none.fl_str_mv 2021-02-05T14:57:58Z
dc.date.none.fl_str_mv 2020
dc.type.eng.fl_str_mv Article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_6501
http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/11407/5928
dc.identifier.doi.none.fl_str_mv 10.17013/risti.39.114-130
url http://hdl.handle.net/11407/5928
identifier_str_mv 10.17013/risti.39.114-130
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.isversionof.none.fl_str_mv https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099223667&doi=10.17013%2fristi.39.114-130&partnerID=40&md5=0eb3df825ce2a7a9bd5191c87afbe70c
dc.relation.citationvolume.none.fl_str_mv 2020
dc.relation.citationissue.none.fl_str_mv 39
dc.relation.citationstartpage.none.fl_str_mv 114
dc.relation.citationendpage.none.fl_str_mv 149
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_16ec
rights_invalid_str_mv http://purl.org/coar/access_right/c_16ec
dc.publisher.program.spa.fl_str_mv Ingeniería de Sistemas
dc.publisher.faculty.spa.fl_str_mv Facultad de Ingenierías
dc.source.none.fl_str_mv RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
institution Universidad de Medellín
repository.name.fl_str_mv Repositorio Institucional Universidad de Medellin
repository.mail.fl_str_mv repositorio@udem.edu.co
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