Deep-reinforcement-learning-based distributed computation offloading in vehicular edge computing networks

L Geng, H Zhao, J Wang, A Kaushik… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
… As for vehicle mobility, we conduct a candidate service vehicle (CSV) model to undertake
communication constraints. Further, we propose a distributed computation offloading algorithm …

Vehicular edge computing and networking: A survey

L Liu, C Chen, Q Pei, S Maharjan, Y Zhang - Mobile networks and …, 2021 - Springer
… remote cloud to the edge of networks in close proximity of vehicular users, which … vehicular
networks into MEC, thereby forming a novel paradigm named as Vehicular Edge Computing (…

An efficient distributed task offloading scheme for vehicular edge computing networks

MS Bute, P Fan, L Zhang… - … Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
… a vehicular cloud … edge computing assisted vehicular network to minimize data transmission.
The works in [12]-[14] studied computation offloading in vehicular edge computing network, …

EdgeVCD: Intelligent algorithm-inspired content distribution in vehicular edge computing network

Q Luo, C Li, TH Luan, W Shi - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… —Vehicular edge computing (VEC), which integrates mobile-edge computing (MEC) into
vehicular networks, … Distributing the result content to connected vehicles is vital for them to take …

Distributed reputation management for secure and efficient vehicular edge computing and networks

X Huang, R Yu, J Kang, Y Zhang - IEEE Access, 2017 - ieeexplore.ieee.org
… focus on the utilization of vehicular edge computing for addressing security issues. VEC
servers are used to promote distributed reputation management in vehicular edge networks. LAs …

Mobile-edge computing for vehicular networks: A promising network paradigm with predictive off-loading

K Zhang, Y Mao, S Leng, Y He… - IEEE vehicular …, 2017 - ieeexplore.ieee.org
distributing computation tasks between remote clouds and local vehicular terminals. To further
… propose a cloud-based mobileedge computing (MEC) off-loading framework in vehicular

Deep reinforcement learning for collaborative edge computing in vehicular networks

M Li, J Gao, L Zhao, X Shen - … Communications and Networking, 2020 - ieeexplore.ieee.org
… (MEC) is a promising technology to support mission-critical vehicular applications, such as
… , a collaborative edge computing framework is developed to reduce the computing service …

[HTML][HTML] Analysis of mobile edge computing for vehicular networks

ZW Lamb, DP Agrawal - Sensors, 2019 - mdpi.com
… traditional edge computing in that we seek to utilize computational resources at the network
edge … Traditional edge computing seeks to minimize delay and delegate tasks to the nearest …

Delay-optimized V2V-based computation offloading in urban vehicular edge computing and networks

C Chen, L Chen, L Liu, S He, X Yuan, D Lan… - IEEE …, 2020 - ieeexplore.ieee.org
… the multiple vehicles computation offloading problem as a multi-user computation offloading
… and propose a distributed computation offloading algorithm to compute the equilibrium. …

Virtual edge: Exploring computation offloading in collaborative vehicular edge computing

N Cha, C Wu, T Yoshinaga, Y Ji, KLA Yau - IEEE Access, 2021 - ieeexplore.ieee.org
… virtual edge formation. In this paper, we propose virtual edge to facilitate a collaborative
vehicular edge computing … • We propose a new scheme, namely, virtual edge, which is formed by …