A bee colony-based algorithm for task offloading in vehicular edge computing

AB de Souza, PAL Rego, V Chamola… - IEEE Systems …, 2023 - ieeexplore.ieee.org
Complex vehicular applications, such as automatic driving and augmented reality are delay
sensitive and require massive computational resources. Despite being more connected and …

Task offloading method of internet of vehicles based on cloud-edge computing

Y Sun, Z Wu, D Shi, X Hu - 2022 IEEE International Conference …, 2022 - ieeexplore.ieee.org
Along with the development of technology and transportation, the internet of vehicles (IoV)
has emerged. However, as the number of vehicles on the road increases, the number of …

Knowledge-driven service offloading decision for vehicular edge computing: A deep reinforcement learning approach

Q Qi, J Wang, Z Ma, H Sun, Y Cao… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The smart vehicles construct Internet of Vehicle (IoV), which can execute various intelligent
services. Although the computation capability of a vehicle is limited, multi-type of edge …

URLLC resource slicing and scheduling in 5G vehicular edge computing

M Hao, D Ye, S Wang, B Tan… - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
The 5th generation (5G) mobile network technology is accelerating the development of
autonomous vehicles by significantly shortening the communication latency and improving …

Collaborative computation offloading for cost minimization in hybrid computing systems

J Zhai, J Bi, H Yuan - … on Systems, Man, and Cybernetics (SMC), 2022 - ieeexplore.ieee.org
Autonomous driving poses high demands on computing and communication resources.
Vehicular edge computing is presented to offload real-time computing tasks from connected …

Cooperative task scheduling for computation offloading in vehicular cloud

F Sun, F Hou, N Cheng, M Wang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Technological evolutions in the automobile industry, especially the development of
connected and autonomous vehicles, have granted vehicles more computing, storage, and …

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 …

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 …

An optimal resource allocation mechanism in vehicular MEC systems

G Hong, Q Wen, W Su, P Wu - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Task offloading in vehicular networks is an effective technology to promote vehicular service
quality through offloading computation tasks to remote servers. In order to reduce task …

Mobility-aware cooperative task offloading and resource allocation in vehicular edge computing

Y Zhang, X Qin, X Song - 2020 IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is considered as a promising technology to support
emerging applications in vehicular networks by leveraging the ubiquitous computing …