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

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles. / Zhu, Dawei; Bilal, Muhammad; Xu, Xiaolong.
In: IEEE Transactions on Industrial Informatics, Vol. 18, No. 7, 01.07.2022, p. 4893-4901.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Zhu, D, Bilal, M & Xu, X 2022, 'Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles', IEEE Transactions on Industrial Informatics, vol. 18, no. 7, pp. 4893-4901. https://doi.org/10.1109/TII.2021.3113879

APA

Zhu, D., Bilal, M., & Xu, X. (2022). Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles. IEEE Transactions on Industrial Informatics, 18(7), 4893-4901. https://doi.org/10.1109/TII.2021.3113879

Vancouver

Zhu D, Bilal M, Xu X. Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles. IEEE Transactions on Industrial Informatics. 2022 Jul 1;18(7):4893-4901. doi: 10.1109/TII.2021.3113879

Author

Zhu, Dawei ; Bilal, Muhammad ; Xu, Xiaolong. / Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles. In: IEEE Transactions on Industrial Informatics. 2022 ; Vol. 18, No. 7. pp. 4893-4901.

Bibtex

@article{915861301de24c56b3453ce11edb1efa,
title = "Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles",
abstract = "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.",
keywords = "6G, cybertwin, edge computing (EC), internet of vehicles (IoV), network in box (NIB), Pareto envelope-based selection algorithm (PESA-II)",
author = "Dawei Zhu and Muhammad Bilal and Xiaolong Xu",
year = "2022",
month = jul,
day = "1",
doi = "10.1109/TII.2021.3113879",
language = "English",
volume = "18",
pages = "4893--4901",
journal = "IEEE Transactions on Industrial Informatics",
issn = "1551-3203",
publisher = "IEEE Computer Society",
number = "7",

}

RIS

TY - JOUR

T1 - Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles

AU - Zhu, Dawei

AU - Bilal, Muhammad

AU - Xu, Xiaolong

PY - 2022/7/1

Y1 - 2022/7/1

N2 - 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.

AB - 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.

KW - 6G

KW - cybertwin

KW - edge computing (EC)

KW - internet of vehicles (IoV)

KW - network in box (NIB)

KW - Pareto envelope-based selection algorithm (PESA-II)

U2 - 10.1109/TII.2021.3113879

DO - 10.1109/TII.2021.3113879

M3 - Journal article

AN - SCOPUS:85115686468

VL - 18

SP - 4893

EP - 4901

JO - IEEE Transactions on Industrial Informatics

JF - IEEE Transactions on Industrial Informatics

SN - 1551-3203

IS - 7

ER -