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When Sensor-Cloud Meets Mobile Edge Computing

Sensor-clouds are a combination of wireless sensor networks (WSNs) and cloud computing. The emergence of sensor-clouds has greatly enhanced the computing power and storage capacity of traditional WSNs via exploiting the advantages of cloud computing in resource utilization. However, there are still...

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Autores principales: Wang, Tian, Lu, Yucheng, Cao, Zhihan, Shu, Lei, Zheng, Xi, Liu, Anfeng, Xie, Mande
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928901/
https://www.ncbi.nlm.nih.gov/pubmed/31816927
http://dx.doi.org/10.3390/s19235324
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author Wang, Tian
Lu, Yucheng
Cao, Zhihan
Shu, Lei
Zheng, Xi
Liu, Anfeng
Xie, Mande
author_facet Wang, Tian
Lu, Yucheng
Cao, Zhihan
Shu, Lei
Zheng, Xi
Liu, Anfeng
Xie, Mande
author_sort Wang, Tian
collection PubMed
description Sensor-clouds are a combination of wireless sensor networks (WSNs) and cloud computing. The emergence of sensor-clouds has greatly enhanced the computing power and storage capacity of traditional WSNs via exploiting the advantages of cloud computing in resource utilization. However, there are still many problems to be solved in sensor-clouds, such as the limitations of WSNs in terms of communication and energy, the high latency, and the security and privacy issues due to applying a cloud platform as the data processing and control center. In recent years, mobile edge computing has received increasing attention from industry and academia. The core of mobile edge computing is to migrate some or all of the computing tasks of the original cloud computing center to the vicinity of the data source, which gives mobile edge computing great potential in solving the shortcomings of sensor-clouds. In this paper, the latest research status of sensor-clouds is briefly analyzed and the characteristics of the existing sensor-clouds are summarized. After that we discuss the issues of sensor-clouds and propose some applications, especially a trust evaluation mechanism and trustworthy data collection which use mobile edge computing to solve the problems in sensor-clouds. Finally, we discuss research challenges and future research directions in leveraging mobile edge computing for sensor-clouds.
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spelling pubmed-69289012019-12-26 When Sensor-Cloud Meets Mobile Edge Computing Wang, Tian Lu, Yucheng Cao, Zhihan Shu, Lei Zheng, Xi Liu, Anfeng Xie, Mande Sensors (Basel) Review Sensor-clouds are a combination of wireless sensor networks (WSNs) and cloud computing. The emergence of sensor-clouds has greatly enhanced the computing power and storage capacity of traditional WSNs via exploiting the advantages of cloud computing in resource utilization. However, there are still many problems to be solved in sensor-clouds, such as the limitations of WSNs in terms of communication and energy, the high latency, and the security and privacy issues due to applying a cloud platform as the data processing and control center. In recent years, mobile edge computing has received increasing attention from industry and academia. The core of mobile edge computing is to migrate some or all of the computing tasks of the original cloud computing center to the vicinity of the data source, which gives mobile edge computing great potential in solving the shortcomings of sensor-clouds. In this paper, the latest research status of sensor-clouds is briefly analyzed and the characteristics of the existing sensor-clouds are summarized. After that we discuss the issues of sensor-clouds and propose some applications, especially a trust evaluation mechanism and trustworthy data collection which use mobile edge computing to solve the problems in sensor-clouds. Finally, we discuss research challenges and future research directions in leveraging mobile edge computing for sensor-clouds. MDPI 2019-12-03 /pmc/articles/PMC6928901/ /pubmed/31816927 http://dx.doi.org/10.3390/s19235324 Text en © 2019 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
Wang, Tian
Lu, Yucheng
Cao, Zhihan
Shu, Lei
Zheng, Xi
Liu, Anfeng
Xie, Mande
When Sensor-Cloud Meets Mobile Edge Computing
title When Sensor-Cloud Meets Mobile Edge Computing
title_full When Sensor-Cloud Meets Mobile Edge Computing
title_fullStr When Sensor-Cloud Meets Mobile Edge Computing
title_full_unstemmed When Sensor-Cloud Meets Mobile Edge Computing
title_short When Sensor-Cloud Meets Mobile Edge Computing
title_sort when sensor-cloud meets mobile edge computing
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928901/
https://www.ncbi.nlm.nih.gov/pubmed/31816927
http://dx.doi.org/10.3390/s19235324
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