Computation resource allocation and task assignment optimization in vehicular fog computing: A contract-matching approach

Z Zhou, P Liu, J Feng, Y Zhang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has emerged as a promising solution to relieve the overload
on the base station and reduce the processing delay during the peak time. The computation …

Joint task offloading and resources allocation for hybrid vehicle edge computing systems

L Yin, J Luo, C Qiu, C Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid development of vehicle-to-everything communication technologies, many
emerging compute-intensive in-vehicle applications have emerged. Vehicle edge computing …

Computing on wheels: A deep reinforcement learning-based approach

SMA Kazmi, TM Ho, TT Nguyen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Future generation vehicles equipped with modern technologies will impose unprecedented
computational demand due to the wide adoption of compute-intensive services with …

Many-to-many task offloading in vehicular fog computing: A multi-agent deep reinforcement learning approach

Z Wei, B Li, R Zhang, X Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular fog computing (VFC) has emerged as a promising solution to mitigate vehicular
network computation load. In the hierarchical VFC, vehicles are employed as mobile fog …

Reinforcement learning based tasks offloading in vehicular edge computing networks

S Cao, D Liu, C Dai, C Wang, Y Yang, W Zhang… - Computer Networks, 2023 - Elsevier
With the rapid development of autonomous and intelligent techniques, vehicles are currently
equipped with computation and communication modules for satisfying clients' on-vehicle …

BARGAIN-MATCH: A game theoretical approach for resource allocation and task offloading in vehicular edge computing networks

Z Sun, G Sun, Y Liu, J Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is emerging as a promising architecture of vehicular
networks (VNs) by deploying the cloud computing resources at the edge of the VNs …

A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks

S Raza, MA Mirza, S Ahmad, M Asif… - PeerJ Computer …, 2021 - peerj.com
Vehicular edge computing (VEC) is a potential field that distributes computational tasks
between VEC servers and local vehicular terminals, hence improve vehicular services. At …

[HTML][HTML] Joint computation offloading and resource allocation in vehicular edge computing networks

S Liu, J Tian, C Zhai, T Li - Digital Communications and Networks, 2022 - Elsevier
Abstract Vehicular Edge Computing (VEC) is a promising technique to accommodate the
computation-intensive and delay-sensitive tasks through offloading the tasks to the …

Contract-based computing resource management via deep reinforcement learning in vehicular fog computing

J Zhao, M Kong, Q Li, X Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicle fog computing (VFC) is proposed as a solution that can significantly reduce the task
processing overload of base station during the peak time, where the vehicle as a fog node …

A game-based computation offloading method in vehicular multiaccess edge computing networks

Y Wang, P Lang, D Tian, J Zhou, X Duan… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) is a new paradigm to meet the requirements for low
latency and high reliability of applications in vehicular networking. More computation …