BIECS: A Blockchain-based Intelligent Edge Cooperation System for Latency-Sensitive Services

Xin Du, Xuzhao Chen, Zhihui Lu, Qiang Duan, Yujie Wang, Jie Wu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Scopus citations

Abstract

Although the emerging edge computing paradigm offers a promising approach to overcoming some limitations of conventional cloud computing, the heterogeneous edge nodes with highly diverse system capacities bring new challenges to service provisioning especially for latency-sensitive services. Cooperative edge computing (CEC) has been proposed for facing such challenges through resource sharing among edge nodes. However, some technical issues must be fully addressed to make CEC effective, among which incentive and trust mechanisms and performance optimization are crucial for latency-sensitive service provision. In this paper, we design a novel blockchain-based intelligent edge cooperation system named BIECS to tackle these challenges systematically. BIECS provides incentive to edge nodes for resource sharing and enables trust among cooperative nodes upon a distributed platform leveraging the blockchain technology. In order to optimize system performance for meeting the requirements of latency-sensitive services, we propose a two-stage strategy for node selection in BIECS that chooses the most appropriate edge nodes for executing offloaded tasks and recording related transactions in the blockchain. We also implemented a prototype of BIECS based on Hyperledger Fabric and conducted extensive experiments for evaluating the performance of BIECS. The obtained experiment results verify that the proposed BIECS achieves better performance in system delay and throughput compared to the state-of-the-art methods for edge cooperation.

Original languageEnglish (US)
Title of host publicationProceedings - IEEE International Conference on Web Services, ICWS 2022
EditorsClaudio Agostino Ardagna, Nimanthi Atukorala, Boualem Benatallah, Athman Bouguettaya, Fabio Casati, Carl K. Chang, Rong N. Chang, Ernesto Damiani, Chirine Ghedira Guegan, Robert Ward, Fatos Xhafa, Xiaofei Xu, Jia Zhang
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages367-372
Number of pages6
ISBN (Electronic)9781665481434
DOIs
StatePublished - 2022
Event2022 IEEE International Conference on Web Services, ICWS 2022 - Barcelona, Spain
Duration: Jul 11 2022Jul 15 2022

Publication series

NameProceedings - IEEE International Conference on Web Services, ICWS 2022

Conference

Conference2022 IEEE International Conference on Web Services, ICWS 2022
Country/TerritorySpain
CityBarcelona
Period7/11/227/15/22

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management

Fingerprint

Dive into the research topics of 'BIECS: A Blockchain-based Intelligent Edge Cooperation System for Latency-Sensitive Services'. Together they form a unique fingerprint.

Cite this