Literature DB >> 30781604

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

Lei Yan1,2,3, Suzhi Cao4,5, Yongsheng Gong6,7, Hao Han8,9,10, Junyong Wei11,12,13, Yi Zhao14,15,16, Shuling Yang17,18,19.   

Abstract

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.

Entities:  

Keywords:  Integrated Terrestrial-Satellite Networks; edge computing; microservices; on-board data processing

Year:  2019        PMID: 30781604      PMCID: PMC6412722          DOI: 10.3390/s19040831

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  2 in total

Review 1.  Nanosystems, Edge Computing, and the Next Generation Computing Systems.

Authors:  Ali Passian; Neena Imam
Journal:  Sensors (Basel)       Date:  2019-09-19       Impact factor: 3.576

2.  Satellite Edge Computing for the Internet of Things in Aerospace.

Authors:  Yuxuan Wang; Jun Yang; Xiye Guo; Zhi Qu
Journal:  Sensors (Basel)       Date:  2019-10-10       Impact factor: 3.576

  2 in total

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