Hedera: A Permissionless and Scalable Hybrid Blockchain Consensus Algorithm in Multiaccess Edge Computing for IoT

被引:7
|
作者
Tang, Yu [1 ]
Yan, Jiawen [2 ,3 ]
Chakraborty, Chinmay [4 ]
Sun, Yi [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Comp Sci, Natl Pilot Software Engn Sch, Beijing 100080, Peoples R China
[2] Hubei Univ Arts & Sci, Sch Food Sci & Technol, Xiangyang 441053, Peoples R China
[3] Hubei Univ Arts & Sci, Sch Chem Engn, Xiangyang 441053, Peoples R China
[4] Birla Inst Technol Mesra, Dept Elect & Commun Engn, Ranchi 835215, India
关键词
Blockchains; Consensus algorithm; Peer-to-peer computing; Security; Throughput; Internet of Things; Scalability; Asynchronous Byzantine; blockchain; hybrid consensus; Internet of Things (IoT); multiaccess edge computing (MEC); Proof of Capacity (PoC); INTERNET;
D O I
10.1109/JIOT.2023.3279108
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Multiaccess edge computing (MEC) network, as one of the key infrastructures of IoT, provides cloud computing capabilities at the edge of the radio access network (RAN) by integrating telecommunication and IT services. Integrating blockchain into the MEC network can provide users with secure, private, and traceable edge computing services at the near end, thereby improving IoT security, privacy, and automated use of resources. Due to some characteristics of the MEC network, there are still some challenges to integrate blockchain and edge computing into one system, especially the consensus algorithm of blockchain. The resources of edge computing nodes are limited, and the scale of the network is constantly expanding. Therefore, the blockchain consensus algorithm for the MEC network should occupy as little computing resources as possible, be green, and be permissionless. This article proposes a permissionless and scalable consensus algorithm "Hedera" for MEC network, which has the advantages of permissionless, security, decentralization, scalability, and greenness. The Hedera consensus algorithm is a hybrid blockchain consensus algorithm that combines the permissionless Proof-of-Capacity algorithm and the permissioned asynchronous Byzantine algorithm. This article tests the fairness, throughput, scalability, latency, and resource consumption of the algorithm by developing and deploying a prototype system. The experimental results show that the Hedera algorithm proposed in this article is fair, the throughput reaches 13986.3 TPS, and the resource consumption is much lower than the PoW consensus. By analyzing its security and liveness, it can resist the sybil attack, nothing-at-stake attack, selfish mining attack, and message hijacking attack, and has good liveness.
引用
收藏
页码:21187 / 21202
页数:16
相关论文
共 50 条
  • [31] Efficient Lightweight Blockchain with Hybridized Consensus Algorithm for IoT Networks
    Uveise, S. A. Mohammed
    Fathima, S. M. H. Sithi Shameem
    [J]. IETE JOURNAL OF RESEARCH, 2024, : 8527 - 8537
  • [32] DBPBFT: A hierarchical PBFT consensus algorithm with dual blockchain for IoT
    Wu, Xiaohua
    Wang, Zirui
    Li, Xiaoyu
    Chen, Lei
    [J]. Future Generation Computer Systems, 2025, 162
  • [33] CBCIoT: A Consensus Algorithm for Blockchain-Based IoT Applications
    Uddin, Moin
    Muzammal, Muhammad
    Hameed, Muhammad Khurram
    Javed, Ibrahim Tariq
    Alamri, Bandar
    Crespi, Noel
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (22):
  • [34] A scalable blockchain-enabled federated learning architecture for edge computing
    Ren, Shuyang
    Kim, Eunsam
    Lee, Choonhwa
    [J]. PLOS ONE, 2024, 19 (08):
  • [35] Light-PerIChain: Using lightweight scalable blockchain based on node performance and improved consensus algorithm in IoT systems
    Fathi, Fateme
    Baghani, Mina
    Bayat, Majid
    [J]. COMPUTER COMMUNICATIONS, 2024, 213 : 246 - 259
  • [36] Blockchain on Security and Forensics Management in Edge Computing for IoT: A Comprehensive Survey
    Liao, Zhuofan
    Pang, Xiang
    Zhang, Jingyu
    Xiong, Bing
    Wang, Jin
    [J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (02): : 1159 - 1175
  • [37] Edge Computing to Secure IoT Data Ownership and Trade with the Ethereum Blockchain
    Nawaz, Anum
    Pena Queralta, Jorge
    Guan, Jixin
    Awais, Muhammad
    Gia, Tuan Nguyen
    Bashir, Ali Kashif
    Kan, Haibin
    Westerlund, Tomi
    [J]. SENSORS, 2020, 20 (14) : 1 - 17
  • [38] Blockchain-Based Secure Storage Management with Edge Computing for IoT
    Nyamtiga, Baraka William
    Sicato, Jose Costa Sapalo
    Rathore, Shailendra
    Sung, Yunsick
    Park, Jong Hyuk
    [J]. ELECTRONICS, 2019, 8 (08)
  • [39] A framework for IoT based on Blockchain and Edge Computing in Cyber Physical Systems
    Thakur, Payal
    Sehgal, Vivek Kumar
    [J]. 2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [40] EIoT-PBFT: A multi-stage consensus algorithm for IoT edge computing based on PBFT
    Gan, Bo
    Wang, Yaojie
    Wu, Qiwu
    Zhou, Yang
    Jiang, Lingzhi
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2022, 95