Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles

被引:15
|
作者
Zhu, Dawei [1 ]
Bilal, Muhammad [2 ]
Xu, Xiaolong [1 ,3 ,4 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Peoples R China
[2] Hankuk Univ Foreign Studies, Dept Comp Engn, Yongin 17035, South Korea
[3] Nanjing Univ Informat Sci & Technol, Engn Res Ctr Digital Forens, Minist Educ, Nanjing 210044, Peoples R China
[4] Nanjing Univ, State Key Lab Novel Software Technol, Nanjing 210023, Peoples R China
关键词
6G mobile communication; Electromagnetic scattering; Real-time systems; Delays; Servers; Task analysis; Informatics; 6G; cybertwin; edge computing (EC); internet of vehicles (IoV); network in box (NIB); Pareto envelope-based selection algorithm (PESA-II); RESOURCE-ALLOCATION; VISION;
D O I
10.1109/TII.2021.3113879
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the Internet of Vehicles (IoV), various latency-critical and data-intensive applications have recently emerged to support smart traffic solutions. The sixth generation mobile networks (6G) greatly reduce the communication delay for the latency-critical tasks. However, the computing resources and execution efficiency for data-intensive tasks are still inadequate. The stationary edge computing (EC) servers, on the other hand, lack the flexibility to give service to moving vehicles. Therefore, Cybertwin is introduced in the IoV paradigm to provide a unified access point for EC. In addition, the 6G-enabled network in box (NIB) is deployed in vehicles to provide flexible computing power. However, in this article, the optimization of NIB task migration is still a challenge; thus, NIB task migration method (NTM) for IoV is proposed. The Pareto envelope-based selection algorithm is employed to determine the strategy. Finally, NTM is evaluated by a real-world dataset of the service requests.
引用
收藏
页码:4893 / 4901
页数:9
相关论文
共 50 条
  • [21] SMPC-Based Federated Learning for 6G-Enabled Internet of Medical Things
    Kalapaaking, Aditya Pribadi
    Stephanie, Veronika
    Khalil, Ibrahim
    Atiquzzaman, Mohammed
    Yi, Xun
    Almashor, Mahathir
    IEEE NETWORK, 2022, 36 (04): : 182 - 189
  • [22] 6G-Enabled Internet of Things: Vision, Techniques, and Open Issues
    Hosseinzadeh, Mehdi
    Hemmati, Atefeh
    Rahmani, Amir Masoud
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2022, 133 (03): : 509 - 556
  • [23] Toward Green Communication in 6G-Enabled Massive Internet of Things
    Verma, Sandeep
    Kaur, Satnam
    Khan, Mohammad Ayoub
    Sehdev, Paramjit S.
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07) : 5408 - 5415
  • [24] Edge Computation Offloading With Content Caching in 6G-Enabled IoV
    Zhou, Xuanhong
    Bilal, Muhammad
    Dou, Ruihan
    Rodrigues, Joel J. P. C.
    Zhao, Qingzhan
    Dai, Jianguo
    Xu, Xiaolong
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (03) : 2733 - 2747
  • [25] Trusted Explainable AI for 6G-Enabled Edge Cloud Ecosystem
    Garg, Sahil
    Kaur, Kuljeet
    Aujla, Gagangeet Singh
    Kaddoum, Georges
    Garigipati, Prasad
    Guizani, Mohsen
    IEEE WIRELESS COMMUNICATIONS, 2023, 30 (03) : 163 - 170
  • [26] A smart contract-based 6G-enabled authentication scheme for securing Internet of Nano Medical Things network
    Kumar, Neeraj
    Ali, Rifaqat
    AD HOC NETWORKS, 2024, 163
  • [27] Smart stochastic routing for 6G-enabled massive Internet of Things
    Abbas, Ghulam
    Abbas, Ziaul Haq
    Ali, Zaiwar
    Asad, Muhammad Shahwar
    Ghosh, Uttam
    Bilal, Muhammad
    COMPUTER COMMUNICATIONS, 2021, 180 : 284 - 294
  • [28] Big Data Analytics for 6G-Enabled Massive Internet of Things
    Lv, Zhihan
    Lou, Ranran
    Li, Jinhua
    Singh, Amit Kumar
    Song, Houbing
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (07): : 5350 - 5359
  • [29] Designing Authenticated Key Management Scheme in 6G-Enabled Network in a Box Deployed for Industrial Applications
    Wazid, Mohammad
    Das, Ashok Kumar
    Kumar, Neeraj
    Alazab, Mamoun
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (10) : 7174 - 7184
  • [30] A Cybertwin based Network Architecture for 6G
    Yu, Quan
    Ren, Jing
    Zhou, Haibo
    Zhang, Wei
    2020 2ND 6G WIRELESS SUMMIT (6G SUMMIT), 2020,