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Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications

Fog computing is a distributed infrastructure where specific resources are managed at the network border using cloud computing principles and technologies. In contrast to traditional cloud computing, fog computing supports latency-sensitive applications with less energy consumption and a reduced amo...

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Detalles Bibliográficos
Autores principales: Vilela, Pedro H., Rodrigues, Joel J. P. C., Righi, Rodrigo da R., Kozlov, Sergei, Rodrigues, Vinicius F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248890/
https://www.ncbi.nlm.nih.gov/pubmed/32365815
http://dx.doi.org/10.3390/s20092553
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author Vilela, Pedro H.
Rodrigues, Joel J. P. C.
Righi, Rodrigo da R.
Kozlov, Sergei
Rodrigues, Vinicius F.
author_facet Vilela, Pedro H.
Rodrigues, Joel J. P. C.
Righi, Rodrigo da R.
Kozlov, Sergei
Rodrigues, Vinicius F.
author_sort Vilela, Pedro H.
collection PubMed
description Fog computing is a distributed infrastructure where specific resources are managed at the network border using cloud computing principles and technologies. In contrast to traditional cloud computing, fog computing supports latency-sensitive applications with less energy consumption and a reduced amount of data traffic. A fog device is placed at the network border, allowing data collection and processing to be physically close to their end-users. This characteristic is essential for applications that can benefit from improved latency and response time. In particular, in the e-Health field, many solutions rely on real-time data to monitor environments, patients, and/or medical staff, aiming at improving processes and safety. Therefore, fog computing can play an important role in such environments, providing a low latency infrastructure. The main goal of the current research is to present fog computing strategies focused on electronic-Health (e-Health) applications. To the best of our knowledge, this article is the first to propose a review in the scope of applications and challenges of e-Health fog computing. We introduce some of the available e-Health solutions in the literature that focus on latency, security, privacy, energy efficiency, and resource management techniques. Additionally, we discuss communication protocols and technologies, detailing both in an architectural overview from the edge devices up to the cloud. Differently from traditional cloud computing, the fog concept demonstrates better performance in terms of time-sensitive requirements and network data traffic. Finally, based on the evaluation of the current technologies for e-Health, open research issues and challenges are identified, and further research directions are proposed.
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spelling pubmed-72488902020-06-10 Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications Vilela, Pedro H. Rodrigues, Joel J. P. C. Righi, Rodrigo da R. Kozlov, Sergei Rodrigues, Vinicius F. Sensors (Basel) Review Fog computing is a distributed infrastructure where specific resources are managed at the network border using cloud computing principles and technologies. In contrast to traditional cloud computing, fog computing supports latency-sensitive applications with less energy consumption and a reduced amount of data traffic. A fog device is placed at the network border, allowing data collection and processing to be physically close to their end-users. This characteristic is essential for applications that can benefit from improved latency and response time. In particular, in the e-Health field, many solutions rely on real-time data to monitor environments, patients, and/or medical staff, aiming at improving processes and safety. Therefore, fog computing can play an important role in such environments, providing a low latency infrastructure. The main goal of the current research is to present fog computing strategies focused on electronic-Health (e-Health) applications. To the best of our knowledge, this article is the first to propose a review in the scope of applications and challenges of e-Health fog computing. We introduce some of the available e-Health solutions in the literature that focus on latency, security, privacy, energy efficiency, and resource management techniques. Additionally, we discuss communication protocols and technologies, detailing both in an architectural overview from the edge devices up to the cloud. Differently from traditional cloud computing, the fog concept demonstrates better performance in terms of time-sensitive requirements and network data traffic. Finally, based on the evaluation of the current technologies for e-Health, open research issues and challenges are identified, and further research directions are proposed. MDPI 2020-04-30 /pmc/articles/PMC7248890/ /pubmed/32365815 http://dx.doi.org/10.3390/s20092553 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Vilela, Pedro H.
Rodrigues, Joel J. P. C.
Righi, Rodrigo da R.
Kozlov, Sergei
Rodrigues, Vinicius F.
Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title_full Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title_fullStr Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title_full_unstemmed Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title_short Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
title_sort looking at fog computing for e-health through the lens of deployment challenges and applications
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248890/
https://www.ncbi.nlm.nih.gov/pubmed/32365815
http://dx.doi.org/10.3390/s20092553
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