Blockchain-Enabled Adaptive-Learning-Based Resource-Sharing Framework for IIoT Environment

被引:20
作者
Iqbal, Sarah [1 ]
Noor, Rafidah Md [1 ]
Malik, Asad Waqar [2 ]
Rahman, Anis U. [2 ]
机构
[1] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Comp Syst & Technol, Kuala Lumpur 50603, Malaysia
[2] Natl Univ Sci & Technol NUST, Dept Comp, Islamabad 44000, Pakistan
来源
IEEE INTERNET OF THINGS JOURNAL | 2021年 / 8卷 / 19期
关键词
Task analysis; Industrial Internet of Things; Computational modeling; Resource management; Blockchain; Servers; Delays; Adaptive learning; blockchain; device trust management; industrial IoT; task offloading; REPUTATION MANAGEMENT; COMMUNICATION; INTERNET; SCHEME;
D O I
10.1109/JIOT.2021.3071562
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The industrial Internet of Things (IIoT) has emerged as an essential paradigm to enhance industrial operations and productivity through efficient utilization of available resources. The paradigm allows industrial devices to share computing resources based on locality constraints to support innovative services. In this article, we propose a trusted multihop collaborative computing model for the efficient utilization of nearby devices in an IIoT environment. To establish trust, we explore a social-aware incentive scheme managed by network edge, using distributed ledgers. The extensive simulation results demonstrate the effectiveness of the proposed model in the presence of malicious nodes in the industrial environment.
引用
收藏
页码:14746 / 14755
页数:10
相关论文
共 19 条
  • [1] Cooperative and Distributed Computation Offloading for Blockchain-Empowered Industrial Internet of Things
    Chen, Wuhui
    Zhang, Zhen
    Hong, Zicong
    Chen, Chuan
    Wu, Jiajing
    Maharjan, Sabita
    Zheng, Zibin
    Zhang, Yan
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (05) : 8433 - 8446
  • [2] Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing
    Chen, Xu
    Jiao, Lei
    Li, Wenzhong
    Fu, Xiaoming
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2016, 24 (05) : 2827 - 2840
  • [3] Trust Assessment in Vehicular Social Network Based on Three-Valued Subjective Logic
    Cheng, Tong
    Liu, Guangchi
    Yang, Qing
    Sun, Jianguo
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 21 (03) : 652 - 663
  • [4] Integrated Networking, Caching, and Computing for Connected Vehicles: A Deep Reinforcement Learning Approach
    He, Ying
    Zhao, Nan
    Yin, Hongxi
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (01) : 44 - 55
  • [5] Distributed Reputation Management for Secure and Efficient Vehicular Edge Computing and Networks
    Huang, Xumin
    Yu, Rong
    Kang, Jiawen
    Zhang, Yan
    [J]. IEEE ACCESS, 2017, 5 : 25408 - 25420
  • [6] Blockchain-Based Reputation Management for Task Offloading in Micro-Level Vehicular Fog Network
    Iqbal, Sarah
    Malik, Asad Waqar
    Rahman, Anis Ur
    Noor, Rafidah Md
    [J]. IEEE ACCESS, 2020, 8 (08): : 52968 - 52980
  • [7] Blockchain-based secure firmware update for embedded devices in an Internet of Things environment
    Lee, Boohyung
    Lee, Jong-Hyouk
    [J]. JOURNAL OF SUPERCOMPUTING, 2017, 73 (03) : 1152 - 1167
  • [8] Stackelberg Game-Based Computation Offloading in Social and Cognitive Industrial Internet of Things
    Li, Feixiang
    Yao, Haipeng
    Du, Jun
    Jiang, Chunxiao
    Qian, Yi
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (08) : 5444 - 5455
  • [9] Anonymous Reputation System for IIoT-Enabled Retail Marketing Atop PoS Blockchain
    Liu, Dongxiao
    Alahmadi, Amal
    Ni, Jianbing
    Lin, Xiaodong
    Shen, Xuemin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (06) : 3527 - 3537
  • [10] Adaptive Task Offloading Auction for Industrial CPS in Mobile Edge Computing
    Luo, Shuyun
    Wen, Yuzhou
    Xu, Weiqiang
    Puthal, Deepak
    [J]. IEEE ACCESS, 2019, 7 : 169055 - 169065