A belief-based task offloading algorithm in vehicular edge computing

H Ko, J Kim, D Ryoo, I Cha… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In vehicular edge computing (VEC), where vehicles offload their tasks to nearby edge
clouds, it is not a trivial issue to design an optimal task offloading policy due to the dynamic …

Fully Distributed Task Offloading in Vehicular Edge Computing

Q Ma, H Xu, H Wang, Y Xu, Q Jia… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In vehicular edge computing (VEC), the deployment of road side units (RSUs) along roads
enables vehicles to offload computation-intensive tasks for efficient data processing …

Task offloading decision-making algorithm for vehicular edge computing: a deep-reinforcement-learning-based approach

W Shi, L Chen, X Zhu - Sensors, 2023 - mdpi.com
Efficient task offloading decision is a crucial technology in vehicular edge computing, which
aims to fulfill the computational performance demands of complex vehicular tasks with …

Optimal task offloading and resource allocation in software-defined vehicular edge computing

S Choo, J Kim, S Pack - 2018 International conference on …, 2018 - ieeexplore.ieee.org
In vehicular edge computing (VEC), resource-intensive tasks are offloaded to computing
nodes at the network edge. Owing to high mobility and distributed nature, optimal task …

An efficient task offloading scheme in vehicular edge computing

S Raza, W Liu, M Ahmed, MR Anwar, MA Mirza… - Journal of Cloud …, 2020 - Springer
Vehicular edge computing (VEC) is a promising paradigm to offload resource-intensive
tasks at the network edge. Owing to time-sensitive and computation-intensive vehicular …

Joint task offloading and resource allocation for vehicular edge computing based on V2I and V2V modes

W Fan, Y Su, J Liu, S Li, W Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In an internet of vehicle (IoV) scenario, vehicular edge computing (VEC) exploits the
computing capabilities of the vehicles and roadside unit (RSU) to enhance the task …

[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 …

Joint optimization of network selection and task offloading for vehicular edge computing

L Tang, B Tang, L Zhang, F Guo, H He - Journal of Cloud Computing, 2021 - Springer
Taking the mobile edge computing paradigm as an effective supplement to the vehicular
networks can enable vehicles to obtain network resources and computing capability nearby …

Joint offloading and resource allocation in vehicular edge computing and networks

Y Dai, D Xu, S Maharjan… - 2018 IEEE global …, 2018 - ieeexplore.ieee.org
The emergence of computation intensive on-vehicle applications poses a significant
challenge to provide the required computation capacity and maintain high performance …

Joint optimization of computation offloading and task scheduling in vehicular edge computing networks

J Sun, Q Gu, T Zheng, P Dong, A Valera, Y Qin - Ieee Access, 2020 - ieeexplore.ieee.org
Resource-intensive applications on smart vehicles is posing difficulties to the use of
traditional cloud computing for computation offloading in vehicular networks. In particular …