EdgeShare: A blockchain-based edge data-sharing framework for Industrial Internet of Things

被引:20
|
作者
Yang, Lei [1 ,2 ]
Zou, Wanrong [1 ]
Wang, Jianggan [1 ]
Tang, Zi [1 ,2 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha, Hunan, Peoples R China
[2] Hunan Univ, Res Inst, Chongqing, Peoples R China
关键词
Industrial Internet of Things (IIoT); Blockchain; Data sharing; Edge computing; CLOUD; SCHEME;
D O I
10.1016/j.neucom.2021.01.147
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Industrial Internet of Things (IIoT) is facing significant scalability and security challenges in sharing mas-sive device data across heterogeneous network domains. Traditional cloud-based sharing solutions for IIoT applications that are getting closer to devices are uneconomical and inefficient because of their cen-tralized architecture. We propose a blockchain-based data-sharing framework called EdgeShare for edge data-sharing services among heterogeneous network domains by introducing a two-layer overlay net -work topology and an edge computing paradigm that can dramatically alleviate system pressure and reduce communication delays to improve data-sharing efficiency. Under such framework, a novel smart contract is designed to construct access control strategies with dissimilar granularities to achieve differ-ent levels of data access control in an undeniable and automated manner. All IIoT data-sharing activities are recorded in a blockchain for secured transaction logging and auditing. We implement an EdgeShare prototype and conduct extensive experiments and analyses to evaluate the feasibility of our proposals. In contrast with centralized sharing methods, results demonstrate that the proposed framework can effec-tively improve the reliability, efficiency, and security of massive data sharing while introducing reason-able and acceptable overheads. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:219 / 232
页数:14
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