Trusted reputation system for heterogeneous network resource sharing based on blockchain in IoT

被引:0
作者
Li, Jingwen [1 ]
Dai, Meiling [1 ]
Lu, Yi [1 ]
Yang, Shaojie [2 ]
机构
[1] China Telecom Res Inst, Beijing 100191, Peoples R China
[2] Beijing Univ Posts & Telecommun, Beijing 100876, Peoples R China
关键词
Resource sharing; Reputation system; Blockchain; IoT; INTERNET;
D O I
10.1007/s11276-024-03825-y
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 evolution of 5G networks and IoT technology, an enormous amount of network resource demands are rising, which can no longer be met by operators' independent construction, and network resource sharing will become the core trend of future development. However, network resources are characterized by diversity and decentralization, and how to effectively promote the interconnection and comprehensive sharing of resources that belong to different resource providers to meet the demands of diversified services is a critical issue. Considering the superior advantages of blockchain technology in distributed systems, we propose a blockchain-based decentralized solution for network resource sharing and define a trusted reputation system in this paper. A two-layer distributed network resource-sharing architecture is proposed. Based on this architecture, a reputation system is designed. Based on the behavior of the network resource provider, the sharing reputation is quantified to provide a reference for the network resource requester to choose suitable resources. Then a reputation-based shard parallel consensus algorithm is developed. Finally, the simulation experiments are designed to analyze the performance of the reputation system. The results show that with the support of the reputation system, the resource-sharing system will develop healthily.
引用
收藏
页码:1421 / 1433
页数:13
相关论文
共 27 条
  • [1] Bu X., 2022, 2022 2 INT C INT TEC, P185, DOI [10.1109/ICITES56274.2022.9943708, DOI 10.1109/ICITES56274.2022.9943708]
  • [2] Chen R., 2022, ELECTRONICS
  • [3] Trusted Resource Allocation Based on Smart Contracts for Blockchain-Enabled Internet of Things
    Cheng, Hongju
    Hu, Qiaohong
    Zhang, Xiaoqi
    Yu, Zhiyong
    Yang, Yang
    Xiong, Neal
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (11) : 7904 - 7915
  • [4] Towards Scaling Blockchain Systems via Sharding
    Dang, Hung
    Tien Tuan Anh Dinh
    Loghin, Dumitrel
    Chang, Ee-Chien
    Lin, Qian
    Ooi, Beng Chin
    [J]. SIGMOD '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2019, : 123 - 140
  • [5] De Benedictis M, 2019, PROCEEDINGS OF THE 2019 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2019), P1, DOI [10.1109/netsoft.2019.8806655, 10.1109/NETSOFT.2019.8806655]
  • [6] Operation Mechanisms for Intelligent Logistics System: A Blockchain Perspective
    Fu, Yonggui
    Zhu, Jianming
    [J]. IEEE ACCESS, 2019, 7 : 144202 - 144213
  • [7] Proof of Reputation: A Reputation-Based Consensus Protocol for Peer-to-Peer Network
    Gai, Fangyu
    Wang, Baosheng
    Deng, Wenping
    Peng, Wei
    [J]. DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2018), PT II, 2018, 10828 : 666 - 681
  • [8] Gorla P, 2022, IEEE INT CONF COMM, P265, DOI [10.1109/ICCWorkshops53468.2022.9814681, 10.1109/ICCWORKSHOPS53468.2022.9814681]
  • [9] Guo Z., 2021, 2021 IEEE 21 INT C C, P947, DOI [10.1109/ICCT52962.2021.9657846, DOI 10.1109/ICCT52962.2021.9657846]
  • [10] Trust Model to Minimize the Influence of Malicious Attacks in Sharding Based Blockchain Networks
    Halgamuge, Malka N.
    Hettikankanamge, Samurdika C.
    Mohammad, Azeem
    [J]. 2020 IEEE THIRD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND KNOWLEDGE ENGINEERING (AIKE 2020), 2020, : 162 - 167