Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783402671458222080 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6412722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yanlei sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT caosuzhi sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT gongyongsheng sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT hanhao sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT weijunyong sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT zhaoyi sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture AT yangshuling sateca5gsatelliteedgecomputingframeworkbasedonmicroservicearchitecture |