Cargando…

HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment

With the fast and unstoppable development of technology, the amount of available technological devices and the data they produce is overwhelming. In analyzing the context of a smart home, a diverse group of intelligent devices generating constant reports of its environment information is needed for...

Descripción completa

Detalles Bibliográficos
Autores principales: Rocha Filho, Geraldo P., Brandão, Artur H., Nobre, Renato A., Meneguette, Rodolfo I., Freitas, Heitor, Gonçalves, Vinícius P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414299/
https://www.ncbi.nlm.nih.gov/pubmed/36016017
http://dx.doi.org/10.3390/s22166257
_version_ 1784775954679201792
author Rocha Filho, Geraldo P.
Brandão, Artur H.
Nobre, Renato A.
Meneguette, Rodolfo I.
Freitas, Heitor
Gonçalves, Vinícius P.
author_facet Rocha Filho, Geraldo P.
Brandão, Artur H.
Nobre, Renato A.
Meneguette, Rodolfo I.
Freitas, Heitor
Gonçalves, Vinícius P.
author_sort Rocha Filho, Geraldo P.
collection PubMed
description With the fast and unstoppable development of technology, the amount of available technological devices and the data they produce is overwhelming. In analyzing the context of a smart home, a diverse group of intelligent devices generating constant reports of its environment information is needed for the proper control of the house. Due to this demand, many possible solutions have been developed in the literature to assess the need for processing power and storage capacity. This work proposes HOsT (home-context-aware fog-computing solution)—a solution that addresses the problems of data heterogeneity and the interoperability of smart objects in the context of a smart home. HOsT was modeled to compose a set of intelligent objects to form a computational infrastructure in fog. A publish/subscribe communication module was implemented to abstract the details of communication between objects to disseminate heterogeneous information. A performance evaluation was carried out to validate HOsT. The results show evidence of efficiency in the communication infrastructure; and in the impact of HOsT compared with a cloud infrastructure. Furthermore, HOsT provides scalability about the number of devices acting simultaneously and demonstrates its ability to work with different devices.
format Online
Article
Text
id pubmed-9414299
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-94142992022-08-27 HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment Rocha Filho, Geraldo P. Brandão, Artur H. Nobre, Renato A. Meneguette, Rodolfo I. Freitas, Heitor Gonçalves, Vinícius P. Sensors (Basel) Article With the fast and unstoppable development of technology, the amount of available technological devices and the data they produce is overwhelming. In analyzing the context of a smart home, a diverse group of intelligent devices generating constant reports of its environment information is needed for the proper control of the house. Due to this demand, many possible solutions have been developed in the literature to assess the need for processing power and storage capacity. This work proposes HOsT (home-context-aware fog-computing solution)—a solution that addresses the problems of data heterogeneity and the interoperability of smart objects in the context of a smart home. HOsT was modeled to compose a set of intelligent objects to form a computational infrastructure in fog. A publish/subscribe communication module was implemented to abstract the details of communication between objects to disseminate heterogeneous information. A performance evaluation was carried out to validate HOsT. The results show evidence of efficiency in the communication infrastructure; and in the impact of HOsT compared with a cloud infrastructure. Furthermore, HOsT provides scalability about the number of devices acting simultaneously and demonstrates its ability to work with different devices. MDPI 2022-08-20 /pmc/articles/PMC9414299/ /pubmed/36016017 http://dx.doi.org/10.3390/s22166257 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rocha Filho, Geraldo P.
Brandão, Artur H.
Nobre, Renato A.
Meneguette, Rodolfo I.
Freitas, Heitor
Gonçalves, Vinícius P.
HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title_full HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title_fullStr HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title_full_unstemmed HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title_short HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment
title_sort host: towards a low-cost fog solution via smart objects to deal with the heterogeneity of data in a residential environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414299/
https://www.ncbi.nlm.nih.gov/pubmed/36016017
http://dx.doi.org/10.3390/s22166257
work_keys_str_mv AT rochafilhogeraldop hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment
AT brandaoarturh hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment
AT nobrerenatoa hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment
AT meneguetterodolfoi hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment
AT freitasheitor hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment
AT goncalvesviniciusp hosttowardsalowcostfogsolutionviasmartobjectstodealwiththeheterogeneityofdatainaresidentialenvironment