BloCkEd: Blockchain-Based Secure Data Processing Framework in Edge Envisioned V2X Environment

被引:59
|
作者
Aujla, Gagangeet Singh [1 ,2 ]
Singh, Amritpal [2 ]
Singh, Maninderpal [2 ]
Sharma, Sumit [2 ]
Kumar, Neeraj [2 ]
Choo, Kim-Kwang Raymond [3 ]
机构
[1] Newcastle Univ, Sch Comp, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Chandigarh Univ, Comp Sci & Engn Dept, Mohali 140413, Punjab, India
[3] Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA
关键词
Vehicle-to-everything; Blockchain; Containers; Task analysis; Edge computing; Data processing; Cloud computing; Cache management; Smart City; SERVICE MIGRATION; EFFICIENT;
D O I
10.1109/TVT.2020.2972278
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
There has been an increasing trend of moving computing activities closer to the edge of the network, particularly in smart city applications (e.g., vehicle-to-everything - V2X). Such a paradigm allows the end user's requests to be handled/processed by nodes at the edge of the network; thus, reducing latency, and preserving privacy of user data/activities. However, there are a number of challenges in such an edge computing ecosystem. Examples include (1) potential inappropriate utilization of resources at the edge nodes, (2) operational challenges in cache management and data integrity due to data migration between edge nodes, particularly when dealing with vehicular mobility in a V2X application, and (3) high energy consumption due to continuous link breakage and subsequent reestablishment of link(s). Therefore in this paper, we design a blockchain-based secure data processing framework for an edge envisioned V2X environment (hereafter referred to as BloCkEd). Specifically, a multi-layered edge-enabled V2X system model for BloCkEd is presented, which includes the formulation of a multi-objective optimization problem. In addition, BloCkEd comprises an optimal container-based data processing scheme, and a blockchain-based data integrity management scheme, designed to minimize link breakage and reducing latency. Using Chandigarh City, India, as the scenario, we implement and evaluate the proposed approach in terms of its latency, energy consumption, and service level agreement compliance.
引用
收藏
页码:5850 / 5863
页数:14
相关论文
共 50 条
  • [1] A blockchain-based V2X communication system
    Farran, Hassan
    Khoury, David
    Kfoury, Elie
    Bokor, Laszlo
    [J]. 2021 44TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2021, : 208 - 213
  • [2] Edge-Enabled Blockchain-Based V2X Scheme for Secure Communication Within the Smart City Development
    Chavhan, Suresh
    Kumar, Sachin
    Tiwari, Prayag
    Liang, Xueqin
    Lee, Ik Hyun
    Muhammad, Khan
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 21282 - 21293
  • [3] A blockchain-based secure framework for data management
    Zorlu, Ozan
    Ozsoy, Adnan
    [J]. IET COMMUNICATIONS, 2024, 18 (10) : 628 - 653
  • [4] A Lightweight and Secure Vehicular Edge Computing Framework for V2X Services
    Ramneek
    Pack, Sangheon
    [J]. 2022 IEEE 42ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2022), 2022, : 1316 - 1317
  • [5] Heterogeneous Blockchain-Based Secure Framework for UAV Data
    Aljumah, Abdullah
    Ahanger, Tariq Ahamed
    Ullah, Imdad
    [J]. MATHEMATICS, 2023, 11 (06)
  • [6] Blockchain-Based Mobile Edge Computing Framework for Secure Therapy Applications
    Rahman, Abdur
    Hossain, M. Shamim
    Loukas, George
    Hassanain, Elham
    Rahman, Syed Sadiqur
    Alhamid, Mohammed F.
    Guizani, Mohsen
    [J]. IEEE ACCESS, 2018, 6 : 72469 - 72478
  • [7] Efficient Mining Cluster Selection for Blockchain-Based Cellular V2X Communications
    Jameel, Furqan
    Javed, Muhammad Awais
    Zeadally, Sherali
    Jantti, Riku
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (07) : 4064 - 4072
  • [8] A Blockchain-based secure PHR data storage and sharing framework
    Ghani, Ayoub
    Zinedine, Ahmed
    El Mohajir, Mohammed
    [J]. 2020 6TH IEEE CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'20), 2020, : 162 - 166
  • [9] A Secure Framework for Data Sharing in Private Blockchain-Based WBANs
    Xiao, Lijun
    Han, Dezhi
    Meng, Xiangwei
    Liang, Wei
    Li, Kuan-Ching
    [J]. IEEE ACCESS, 2020, 8 : 153956 - 153968
  • [10] A Blockchain-Based Decentralized Framework for Fair Data Processing
    Li, Guangcheng
    Zhao, Qinglin
    Wang, Yu
    Qiu, Tie
    Xie, Kan
    Feng, Li
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (03): : 2301 - 2315