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 …

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 …

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 …

Dependency-aware task offloading and service caching in vehicular edge computing

Q Shen, BJ Hu, E Xia - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
With the emergence of computation-intensive vehicular applications, vehicular edge
computing (VEC) offers a new paradigm to augment the capabilities of vehicles. In this …

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 …

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 …

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
Vehicular edge computing has emerged as a promising paradigm by offloading computation-
intensive latency-sensitive tasks to mobile-edge computing (MEC) servers. However, it is …

Joint offloading scheduling and resource allocation in vehicular edge computing: A two layer solution

J Gao, Z Kuang, J Gao, L Zhao - IEEE transactions on vehicular …, 2022 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is a promising paradigm for autonomous driving. It can
reduce delay and energy consumption of tasks. The problem of joint task offloading …

UAV-assisted task offloading in vehicular edge computing networks

X Dai, Z Xiao, H Jiang, JCS Lui - IEEE Transactions on Mobile …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) provides an effective task offloading paradigm by pushing
cloud resources to the vehicular network edges, eg, road side units (RSUs). However …

Minimizing the delay and cost of computation offloading for vehicular edge computing

Q Luo, C Li, TH Luan, W Shi - IEEE Transactions on Services …, 2021 - ieeexplore.ieee.org
The development of autonomous driving poses significant demands on computing resource,
which is challenging to resource-constrained vehicles. To alleviate the issue, Vehicular …