Blockchain intelligence for internet of vehicles: Challenges and solutions

X Wang, H Zhu, Z Ning, L Guo… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
With the development of communication and networking technologies, the Internet of
Vehicles (IoV) has become the foundation of smart transportation. The development of …

Learning based energy efficient task offloading for vehicular collaborative edge computing

P Qin, Y Fu, G Tang, X Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Extensive delay-sensitive and computation-intensive tasks are involved in emerging
vehicular applications. These tasks can hardly be all processed by the resource constrained …

DRL-based computation offloading with queue stability for vehicular-cloud-assisted mobile edge computing systems

G Ma, X Wang, M Hu, W Ouyang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Computation offloading is considered as a promising method to improve computation
performance of Intelligent Vehicles (IVs), where IVs can offload resource-hungry …

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 …

A Contract Theory-based Incentive Mechanism for UAV-enabled VR-based Services in 5G and Beyond

TN Dang, A Manzoor, YK Tun… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The proliferation of novel infotainment services, such as virtual reality (VR)-based services,
has fundamentally changed the existing mobile networks. These bandwidth-hungry services …

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 …

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 …

[PDF][PDF] 面向绿色计算的车辆协同任务卸载方法

张红霞, 吕智豪, 席诗语, 刘佳敏, 郭加树, 张培颖 - 电子与信息学报, 2024 - jeit.ac.cn
车辆边缘计算(VEC) 为处理计算密集, 延迟敏感型任务提供了新的范式, 然而边缘服务器在整合
可再生能源方面的能力较差. 因此, 为了提高边缘服务器的能效, 该文设计了一种面向绿色计算的 …

An opportunistic vehicle-based task assignment for IoT offloading

K Sarieddine, H Artail, H Safa - Computer Networks, 2022 - Elsevier
IoT is one of the most prolific origins of data that is collected from sensory inputs. IoT devices
are characterized by low computational power, thus motivating the computation offloading …

Joint Partial Offloading and Resource Allocation for Vehicular Federated Learning Tasks

G Ma, M Hu, X Wang, H Li, Y Bian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the foreseeable Intelligent Transportation System, Intelligent Connected Vehicles (ICVs)
will play an important role in improving travel efficiency and safety. However, it is …