Big data analytics in telecommunications: governance, architecture and use cases

With the upsurge of data traffic due to the change in customer behavior towards the use of telecommunications services, fostered by the current global health situation (mainly due to Covid-19), the telecommunications operators have a golden opportunity to create new sources of revenues using Big Dat...

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Autores:
Tipo de recurso:
Article of investigation
Fecha de publicación:
2020
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/16012
Acceso en línea:
https://doi.org/10.1016/j.jksuci.2020.11.024
http://hdl.handle.net/20.500.12010/16012
Palabra clave:
Big data analytics
Big data project’s governance methodology
Big data architecture
Data governance methodology
Big data project’s team
Big data telecommunications use cases
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
Rights
License
Abierto (Texto Completo)
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dc.title.spa.fl_str_mv Big data analytics in telecommunications: governance, architecture and use cases
title Big data analytics in telecommunications: governance, architecture and use cases
spellingShingle Big data analytics in telecommunications: governance, architecture and use cases
Big data analytics
Big data project’s governance methodology
Big data architecture
Data governance methodology
Big data project’s team
Big data telecommunications use cases
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
title_short Big data analytics in telecommunications: governance, architecture and use cases
title_full Big data analytics in telecommunications: governance, architecture and use cases
title_fullStr Big data analytics in telecommunications: governance, architecture and use cases
title_full_unstemmed Big data analytics in telecommunications: governance, architecture and use cases
title_sort Big data analytics in telecommunications: governance, architecture and use cases
dc.subject.spa.fl_str_mv Big data analytics
Big data project’s governance methodology
Big data architecture
Data governance methodology
Big data project’s team
Big data telecommunications use cases
topic Big data analytics
Big data project’s governance methodology
Big data architecture
Data governance methodology
Big data project’s team
Big data telecommunications use cases
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
dc.subject.lemb.spa.fl_str_mv Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
description With the upsurge of data traffic due to the change in customer behavior towards the use of telecommunications services, fostered by the current global health situation (mainly due to Covid-19), the telecommunications operators have a golden opportunity to create new sources of revenues using Big Data Analytics (BDA) solutions. Looking to setting up a BDA project, we faced several challenges, notably, in terms of choice of the technical solution from the plethora of the existing tools, and the choice of the governance methodologies for governing the project and the data. The majority of research documents related to the telecommunications industry have not addressed BDA project implementation from start to finish. The purpose of this study focuses on a BDA telecommunications project, namely, Project’s Governance, Architecture, Data Governance and the BDA Project’s Team. The last part of this study presents useful BDA use cases, in terms of applications enabling revenue creation and cost optimization. It appears that this work will facilitate the implementation of BDA projects, and enable telecommunications operators to have a better understanding about the fundamental aspects to be focused on. It is therefore, a study that will contribute positively toward such goal.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-11-24T20:50:09Z
dc.date.available.none.fl_str_mv 2020-11-24T20:50:09Z
dc.date.created.none.fl_str_mv 2020
dc.type.local.spa.fl_str_mv Artículo
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
format http://purl.org/coar/resource_type/c_2df8fbb1
dc.identifier.issn.spa.fl_str_mv 1319-1578
dc.identifier.other.spa.fl_str_mv https://doi.org/10.1016/j.jksuci.2020.11.024
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/16012
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.1016/j.jksuci.2020.11.024
identifier_str_mv 1319-1578
url https://doi.org/10.1016/j.jksuci.2020.11.024
http://hdl.handle.net/20.500.12010/16012
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
rights_invalid_str_mv Abierto (Texto Completo)
http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 32 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Journal of King Saud University - Computer and Information Sciences
dc.source.spa.fl_str_mv reponame:Expeditio Repositorio Institucional UJTL
instname:Universidad de Bogotá Jorge Tadeo Lozano
instname_str Universidad de Bogotá Jorge Tadeo Lozano
institution Universidad de Bogotá Jorge Tadeo Lozano
reponame_str Expeditio Repositorio Institucional UJTL
collection Expeditio Repositorio Institucional UJTL
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spelling 2020-11-24T20:50:09Z2020-11-24T20:50:09Z20201319-1578https://doi.org/10.1016/j.jksuci.2020.11.024http://hdl.handle.net/20.500.12010/16012https://doi.org/10.1016/j.jksuci.2020.11.024With the upsurge of data traffic due to the change in customer behavior towards the use of telecommunications services, fostered by the current global health situation (mainly due to Covid-19), the telecommunications operators have a golden opportunity to create new sources of revenues using Big Data Analytics (BDA) solutions. Looking to setting up a BDA project, we faced several challenges, notably, in terms of choice of the technical solution from the plethora of the existing tools, and the choice of the governance methodologies for governing the project and the data. The majority of research documents related to the telecommunications industry have not addressed BDA project implementation from start to finish. The purpose of this study focuses on a BDA telecommunications project, namely, Project’s Governance, Architecture, Data Governance and the BDA Project’s Team. The last part of this study presents useful BDA use cases, in terms of applications enabling revenue creation and cost optimization. It appears that this work will facilitate the implementation of BDA projects, and enable telecommunications operators to have a better understanding about the fundamental aspects to be focused on. It is therefore, a study that will contribute positively toward such goal.32 páginasapplication/pdfengJournal of King Saud University - Computer and Information Sciencesreponame:Expeditio Repositorio Institucional UJTLinstname:Universidad de Bogotá Jorge Tadeo LozanoBig data analyticsBig data project’s governance methodologyBig data architectureData governance methodologyBig data project’s teamBig data telecommunications use casesSíndrome respiratorio agudo graveCOVID-19SARS-CoV-2CoronavirusBig data analytics in telecommunications: governance, architecture and use casesArtículohttp://purl.org/coar/resource_type/c_2df8fbb1Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Zouheir Kastouni, MohamedAit Lahcen, AyoubLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16012/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILBig-Data-Analytics-in-Telecommunication_2020_Journal-of-King-Saud-University.pdf.jpgBig-Data-Analytics-in-Telecommunication_2020_Journal-of-King-Saud-University.pdf.jpgIM Thumbnailimage/jpeg10889https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16012/3/Big-Data-Analytics-in-Telecommunication_2020_Journal-of-King-Saud-University.pdf.jpgb3268eb07a4fb8971141d32dcc40e002MD53open access20.500.12010/16012oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/160122021-03-12 16:42:17.994metadata only accessRepositorio Institucional - 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