Task offloading strategy with emergency handling and blockchain security in SDN-empowered and fog-assisted healthcare IoT

被引:89
|
作者
Ren, Junyu [1 ,2 ,3 ]
Li, Jinze [4 ]
Liu, Huaxing [5 ]
Qin, Tuanfa [4 ]
机构
[1] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Peoples R China
[2] Guangxi Univ, Xingjian Coll Sci & Liberal Arts, Nanning 530004, Peoples R China
[3] Guangxi Univ, Guangxi Key Lab Multimedia Commun & Network Techn, Nanning 530004, Peoples R China
[4] Guangxi Univ, Guangxi Key Lab Multimedia Commun & Network Techn, Sch Comp Elect & Informat, Nanning 530004, Peoples R China
[5] Univ Cambridge, Trinity Coll, Fac Earth Sci & Geog, Cambridge CB2 1TN, England
基金
中国国家自然科学基金;
关键词
Medical services; Blockchains; Security; Task analysis; Edge computing; Low latency communication; Reliability; wireless body area networks (WBANs); healthcare IoT; software-defined networking (SDN); fog computing; blockchain; task offloading; blockchain sharding; ROUTING ALGORITHM; CLOUD STORAGE; WIRELESS; EFFICIENT; NETWORKS;
D O I
10.26599/TST.2021.9010046
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid advancement of the Internet of Things (IoT), the typical application of wireless body area networks (WBANs) based smart healthcare has drawn wide attention from all sectors of society. To alleviate the pressing challenges, such as resource limitations, low-latency service provision, mass data processing, rigid security demands, and the lack of a central entity, the advanced solutions of fog computing, software-defined networking (SDN) and blockchain are leveraged in this work. On the basis of these solutions, a task offloading strategy with a centralized low-latency, secure and reliable decision-making algorithm having powerful emergency handling capacity (LSRDM-EH) is designed to facilitate the resource-constrained edge devices for task offloading. Additionally, to well ensure the security of the entire network, a comprehensive blockchain-based two-layer and multidimensional security strategy is proposed. Furthermore, to tackle the inherent time-inefficiency problem of blockchain, we propose a blockchain sharding scheme to reduce system time latency. Extensive simulation has been conducted to validate the performance of the proposed measures, and numerical results verify the superiority of our methods with lower time-latency, higher reliability and security.
引用
收藏
页码:760 / 776
页数:17
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    [J]. Tsinghua Science and Technology, 2022, 27 (04) : 760 - 776
  • [2] Online Task Offloading with Bandit Learning in Fog-assisted IoT Systems
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    [J]. 2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), 2019,
  • [3] Decentralized Blockchain-Based and Trust-Aware Task Offloading Strategy for Healthcare IoT
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    [J]. IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (01): : 829 - 847