Cross-layer cooperative offloading in vehicular edge computing networks

L Chen, Y Ji, T Xie, J Ding, J Wan - Vehicular Communications, 2023 - Elsevier
Vehicular edge computing (VEC) uses the computing resources of edge devices to complete
tasks for complex calculations and time-sensitive requirements in vehicular networks …

RtDS: real-time distributed strategy for multi-period task offloading in vehicular edge computing environment

C Liu, K Liu, H Ren, X Xu, R Xie, J Cao - Neural Computing and …, 2023 - Springer
With recent advances in sensing technologies and the emerging intelligent transportation
system applications, smart vehicles impose huge requirements on processing computation …

Deep reinforcement learning-based computation offloading in vehicular edge computing

W Zhan, C Luo, J Wang, G Min… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Inspired by mobile edge computing (MEC), vehicular edge computing (VEC) enables
vehicle terminals to support resource-hungry on-vehicle applications with significantly lower …

Designing a multi-layer edge-computing platform for energy-efficient and delay-aware offloading in vehicular networks

F Busacca, G Faraci, C Grasso, S Palazzo… - Computer Networks, 2021 - Elsevier
Vehicular networks are expected to support many time-critical services requiring huge
amounts of computation resources with very low delay. However, such requirements may …

An efficient distributed task offloading scheme for vehicular edge computing networks

MS Bute, P Fan, L Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the recent advancement of vehicular ad-hoc networks (VANETs) or the internet of
vehicles (IoVs), vehicles are getting more powerful and generating huge amount of traffic …

Air-ground integrated mobile edge computing in vehicular visual sensor networks

Q An, Y Shen - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In the vehicular visual sensor networks, multiple vehicles with on-board cameras capture
visual observations of the environment while moving along their trajectories and the 3-D …

Dependency-aware task scheduling in vehicular edge computing

Y Liu, S Wang, Q Zhao, S Du, A Zhou… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Vehicular edge computing (VEC) offers a new paradigm to improve vehicular services and
augment the capabilities of vehicles. In this article, we study the problem of task scheduling …

Regional intelligent resource allocation in mobile edge computing based vehicular network

G Wang, F Xu - IEEE Access, 2020 - ieeexplore.ieee.org
The advancement of 5G technology has brought the prosperous development of Internet of
Vehicles (IoV). IoV services are not only computational intensive but also extremely sensitive …

An efficient computation offloading strategy based on cloud-edge collaboration in vehicular edge computing

S Wang, N Xin, Z Luo, T Lin - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Computation-intensive and latency-sensitive vehi-cle tasks continue to emerge with the
repaid development of the Internet of Vehicles (IoV). Traditional cloud servers and single …

Joint communication and computing resource allocation in vehicular edge computing

J Sun, Q Gu, T Zheng, P Dong… - International Journal of …, 2019 - journals.sagepub.com
The emergence of computation-intensive vehicle applications poses a significant challenge
to the limited computation capacity of on-board equipments. Mobile edge computing has …