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SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture

As outlined in the 3Gpp Release 16, 5G satellite access is important for 5G network development in the future. A terrestrial-satellite network integrated with 5G has the characteristics of low delay, high bandwidth, and ubiquitous coverage. A few researchers have proposed integrated schemes for such...

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Autores principales: Yan, Lei, Cao, Suzhi, Gong, Yongsheng, Han, Hao, Wei, Junyong, Zhao, Yi, Yang, Shuling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412722/
https://www.ncbi.nlm.nih.gov/pubmed/30781604
http://dx.doi.org/10.3390/s19040831
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author Yan, Lei
Cao, Suzhi
Gong, Yongsheng
Han, Hao
Wei, Junyong
Zhao, Yi
Yang, Shuling
author_facet Yan, Lei
Cao, Suzhi
Gong, Yongsheng
Han, Hao
Wei, Junyong
Zhao, Yi
Yang, Shuling
author_sort Yan, Lei
collection PubMed
description As outlined in the 3Gpp Release 16, 5G satellite access is important for 5G network development in the future. A terrestrial-satellite network integrated with 5G has the characteristics of low delay, high bandwidth, and ubiquitous coverage. A few researchers have proposed integrated schemes for such a network; however, these schemes do not consider the possibility of achieving optimization of the delay characteristic by changing the computing mode of the 5G satellite network. We propose a 5G satellite edge computing framework (5GsatEC), which aims to reduce delay and expand network coverage. This framework consists of embedded hardware platforms and edge computing microservices in satellites. To increase the flexibility of the framework in complex scenarios, we unify the resource management of the central processing unit (CPU), graphics processing unit (GPU), and field-programmable gate array (FPGA); we divide the services into three types: system services, basic services, and user services. In order to verify the performance of the framework, we carried out a series of experiments. The results show that 5GsatEC has a broader coverage than the ground 5G network. The results also show that 5GsatEC has lower delay, a lower packet loss rate, and lower bandwidth consumption than the 5G satellite network.
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spelling pubmed-64127222019-04-03 SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture Yan, Lei Cao, Suzhi Gong, Yongsheng Han, Hao Wei, Junyong Zhao, Yi Yang, Shuling Sensors (Basel) Article As outlined in the 3Gpp Release 16, 5G satellite access is important for 5G network development in the future. A terrestrial-satellite network integrated with 5G has the characteristics of low delay, high bandwidth, and ubiquitous coverage. A few researchers have proposed integrated schemes for such a network; however, these schemes do not consider the possibility of achieving optimization of the delay characteristic by changing the computing mode of the 5G satellite network. We propose a 5G satellite edge computing framework (5GsatEC), which aims to reduce delay and expand network coverage. This framework consists of embedded hardware platforms and edge computing microservices in satellites. To increase the flexibility of the framework in complex scenarios, we unify the resource management of the central processing unit (CPU), graphics processing unit (GPU), and field-programmable gate array (FPGA); we divide the services into three types: system services, basic services, and user services. In order to verify the performance of the framework, we carried out a series of experiments. The results show that 5GsatEC has a broader coverage than the ground 5G network. The results also show that 5GsatEC has lower delay, a lower packet loss rate, and lower bandwidth consumption than the 5G satellite network. MDPI 2019-02-18 /pmc/articles/PMC6412722/ /pubmed/30781604 http://dx.doi.org/10.3390/s19040831 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 Article
Yan, Lei
Cao, Suzhi
Gong, Yongsheng
Han, Hao
Wei, Junyong
Zhao, Yi
Yang, Shuling
SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title_full SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title_fullStr SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title_full_unstemmed SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title_short SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
title_sort satec: a 5g satellite edge computing framework based on microservice architecture
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412722/
https://www.ncbi.nlm.nih.gov/pubmed/30781604
http://dx.doi.org/10.3390/s19040831
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