An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock

With the growing adoption of the Internet of Things (IoT) technology in the agricultural sector, smart devices are becoming more prevalent. The availability of new, timely, and precise data offers a great opportunity to develop advanced analytical models. Therefore, the platform used to deliver new...

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Autores: Mateo Fornés, Jordi, Pagès Bernaus, Adela, Pla Aragonés, Lluís Miquel, Castells Gasia, Joan Pau, Babot Gaspa, Daniel
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2021
País:España
Institución:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
Repositorio:Recercat. Dipósit de la Recerca de Catalunya
OAI Identifier:oai:recercat.cat:10459.1/71844
Acceso en línea:https://doi.org/10.3390/s21175949
http://hdl.handle.net/10459.1/71844
Access Level:acceso abierto
Palabra clave:Sensors
Internet of Things
Microservices architecture
Cloud computing
Precision livestock farming
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spelling An Internet of Things Platform Based on Microservices and Cloud Paradigms for LivestockMateo Fornés, JordiPagès Bernaus, AdelaPla Aragonés, Lluís MiquelCastells Gasia, Joan PauBabot Gaspa, DanielSensorsInternet of ThingsMicroservices architectureCloud computingPrecision livestock farmingWith the growing adoption of the Internet of Things (IoT) technology in the agricultural sector, smart devices are becoming more prevalent. The availability of new, timely, and precise data offers a great opportunity to develop advanced analytical models. Therefore, the platform used to deliver new developments to the final user is a key enabler for adopting IoT technology. This work presents a generic design of a software platform based on the cloud and implemented using microservices to facilitate the use of predictive or prescriptive analytics under different IoT scenarios. Several technologies are combined to comply with the essential features¿scalability, portability, interoperability, and usability¿that the platform must consider to assist decision-making in agricultural 4.0 contexts. The platform is prepared to integrate new sensor devices, perform data operations, integrate several data sources, transfer complex statistical model developments seamlessly, and provide a user-friendly graphical interface. The proposed software architecture is implemented with open-source technologies and validated in a smart farming scenario. The growth of a batch of pigs at the fattening stage is estimated from the data provided by a level sensor installed in the silo that stores the feed from which the animals are fed. With this application, we demonstrate how farmers can monitor the weight distribution and receive alarms when high deviations happen.This research was partially supported by the Intelligent Energy Europe (IEE) program and the Ministerio de Economía y Competitividad under contract TIN2017-84553-C2-2-R, by the European Union FEDER (CAPAP-H6 network TIN2016-81840-REDT) and the demonstration activity financed by the Operation 01.02.01 of Technological Transfer from the Program of Rural Development in Catalunya 2014–2020 cofinanced by DARP and FEDER.MDPI2021202120212021info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://doi.org/10.3390/s21175949http://hdl.handle.net/10459.1/71844http://hdl.handle.net/10459.1/71844reponame:Recercat. Dipósit de la Recerca de Catalunyainstname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)Inglésinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-84553-C2-2-Rinfo:eu-repo/grantAgreement/MINECO//TIN2016-81840-REDTReproducció del document publicat a: https://doi.org/10.3390/s21175949Sensors, 2021, vol. 21, núm. 17, 5949cc-by (c) Mateo Fornés, Jordi et al., 2021info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/3.0/esoai:recercat.cat:10459.1/718442026-05-29T05:05:01Z
dc.title.none.fl_str_mv An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
title An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
spellingShingle An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
Mateo Fornés, Jordi
Sensors
Internet of Things
Microservices architecture
Cloud computing
Precision livestock farming
title_short An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
title_full An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
title_fullStr An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
title_full_unstemmed An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
title_sort An Internet of Things Platform Based on Microservices and Cloud Paradigms for Livestock
dc.creator.none.fl_str_mv Mateo Fornés, Jordi
Pagès Bernaus, Adela
Pla Aragonés, Lluís Miquel
Castells Gasia, Joan Pau
Babot Gaspa, Daniel
author Mateo Fornés, Jordi
author_facet Mateo Fornés, Jordi
Pagès Bernaus, Adela
Pla Aragonés, Lluís Miquel
Castells Gasia, Joan Pau
Babot Gaspa, Daniel
author_role author
author2 Pagès Bernaus, Adela
Pla Aragonés, Lluís Miquel
Castells Gasia, Joan Pau
Babot Gaspa, Daniel
author2_role author
author
author
author
dc.subject.none.fl_str_mv Sensors
Internet of Things
Microservices architecture
Cloud computing
Precision livestock farming
topic Sensors
Internet of Things
Microservices architecture
Cloud computing
Precision livestock farming
description With the growing adoption of the Internet of Things (IoT) technology in the agricultural sector, smart devices are becoming more prevalent. The availability of new, timely, and precise data offers a great opportunity to develop advanced analytical models. Therefore, the platform used to deliver new developments to the final user is a key enabler for adopting IoT technology. This work presents a generic design of a software platform based on the cloud and implemented using microservices to facilitate the use of predictive or prescriptive analytics under different IoT scenarios. Several technologies are combined to comply with the essential features¿scalability, portability, interoperability, and usability¿that the platform must consider to assist decision-making in agricultural 4.0 contexts. The platform is prepared to integrate new sensor devices, perform data operations, integrate several data sources, transfer complex statistical model developments seamlessly, and provide a user-friendly graphical interface. The proposed software architecture is implemented with open-source technologies and validated in a smart farming scenario. The growth of a batch of pigs at the fattening stage is estimated from the data provided by a level sensor installed in the silo that stores the feed from which the animals are fed. With this application, we demonstrate how farmers can monitor the weight distribution and receive alarms when high deviations happen.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021
2021
2021
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://doi.org/10.3390/s21175949
http://hdl.handle.net/10459.1/71844
http://hdl.handle.net/10459.1/71844
url https://doi.org/10.3390/s21175949
http://hdl.handle.net/10459.1/71844
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-84553-C2-2-R
info:eu-repo/grantAgreement/MINECO//TIN2016-81840-REDT
Reproducció del document publicat a: https://doi.org/10.3390/s21175949
Sensors, 2021, vol. 21, núm. 17, 5949
dc.rights.none.fl_str_mv cc-by (c) Mateo Fornés, Jordi et al., 2021
info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by/3.0/es
rights_invalid_str_mv cc-by (c) Mateo Fornés, Jordi et al., 2021
http://creativecommons.org/licenses/by/3.0/es
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Recercat. Dipósit de la Recerca de Catalunya
instname:Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
instname_str Varias* (Consorci de Biblioteques Universitáries de Catalunya, Centre de Serveis Científics i Acadèmics de Catalunya)
reponame_str Recercat. Dipósit de la Recerca de Catalunya
collection Recercat. Dipósit de la Recerca de Catalunya
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.811543

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