[HTML][HTML] Computational resources allocation and vehicular application offloading in VEC networks

F Gu, X Yang, X Li, H Deng - Electronics, 2022 - mdpi.com
With the advances in wireless communications and the Internet of Things (IoT), various
vehicular applications such as image-aided navigation and autonomous driving are …

Parking edge computing: Parked-vehicle-assisted task offloading for urban VANETs

C Ma, J Zhu, M Liu, H Zhao, N Liu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Vehicular edge computing has been a promising paradigm to offer low-latency and high
reliability vehicular services for users. Nevertheless, for compute-intensive vehicle …

Asynchronous deep reinforcement learning for collaborative task computing and on-demand resource allocation in vehicular edge computing

L Liu, J Feng, X Mu, Q Pei, D Lan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is enjoying a surge in research interest due to the
remarkable potential to reduce response delay and alleviate bandwidth pressure. Facing the …

Mobility and dependency-aware task offloading for intelligent assisted driving in vehicular edge computing networks

Y Li, C Yang, X Chen, Y Liu - Vehicular Communications, 2024 - Elsevier
Intelligent assisted driving is an important application in vehicular edge computing networks
(VECNs). In the intelligent transportation system (ITS), a group of moving vehicle users need …

[HTML][HTML] Task-offloading strategy based on performance prediction in vehicular edge computing

F Zeng, J Tang, C Liu, X Deng, W Li - Mathematics, 2022 - mdpi.com
In vehicular edge computing, network performance and computing resources dynamically
change, and vehicles should find the optimal strategy for offloading their tasks to servers to …

Computation offloading algorithms in vehicular edge computing environment: A survey

S Talal, WSM Yousef… - … Conference on Intelligent …, 2021 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is a promising paradigm that approximates cloud services
near vehicles with the assistance of offloading. Data and task offloading have aided vehicles …

Mobility and deadline-aware task scheduling mechanism for vehicular edge computing

JBD da Costa, AM de Souza… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is a promising paradigm that provides cloud computing
services closer to vehicular users. In VEC, vehicles and communication infrastructures can …

Deep Reinforcement Learning-Based Task Offloading for Vehicular Edge Computing With Flexible RSU-RSU Cooperation

W Fan, Y Zhang, G Zhou, Y Liu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vehicle edge computing (VEC) acts as an enhancement to provide low latency and low
energy consumption for internet of vehicles (IoV) applications. Mobility of vehicles and load …

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

S Wang, X Song, H Xu, T Song, G Zhang… - Digital Communications …, 2023 - Elsevier
With the rapid development of Intelligent Transportation Systems (ITS), many new
applications for Intelligent Connected Vehicles (ICVs) have sprung up. In order to tackle the …

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 …