JOURNAL ARTICLE

BeCome: Blockchain-Enabled Computation Offloading for IoT in Mobile Edge Computing

Xiaolong XuXuyun ZhangHonghao GaoYuan XueLianyong QiWanchun Dou

Year: 2019 Journal:   IEEE Transactions on Industrial Informatics Vol: 16 (6)Pages: 4187-4195   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Benefiting from the real-time processing ability of edge computing, computing tasks requested by smart devices in the Internet of Things are offloaded to edge computing devices (ECDs) for implementation. However, ECDs are often overloaded or underloaded with disproportionate resource requests. In addition, during the process of task offloading, the transmitted information is vulnerable, which can result in data incompleteness. In view of this challenge, a blockchain-enabled computation offloading method, named BeCome, is proposed in this article. Blockchain technology is employed in edge computing to ensure data integrity. Then, the nondominated sorting genetic algorithm III is adopted to generate strategies for balanced resource allocation. Furthermore, simple additive weighting and multicriteria decision making are utilized to identify the optimal offloading strategy. Finally, performance evaluations of BeCome are given through simulation experiments.

Keywords:
Computer science Edge computing Mobile edge computing Blockchain Computation offloading Distributed computing Sorting Enhanced Data Rates for GSM Evolution Edge device Internet of Things Resource allocation Cloud computing Computer network Embedded system Computer security Operating system Artificial intelligence Algorithm

Metrics

300
Cited By
80.08
FWCI (Field Weighted Citation Impact)
34
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Blockchain Technology Applications and Security
Physical Sciences →  Computer Science →  Information Systems
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Internet of Things and AI
Physical Sciences →  Computer Science →  Information Systems
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