Large-scale many-objective deployment optimization of edge servers

B Cao, S Fan, J Zhao, S Tian, Z Zheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The development of the Internet of Vehicles (IoV) has made transportation systems into
intelligent networks. However, with the increase in vehicles, an increasing number of data …

Efficient computation offloading for Internet of Vehicles in edge computing-assisted 5G networks

S Wan, X Li, Y Xue, W Lin, X Xu - The Journal of Supercomputing, 2020 - Springer
Abstract The Internet of Vehicles (IoV) is employed to gather real-time traffic information for
drivers, and base stations in 5G systems are used to assist in traffic data transmission. For …

Dynamic server placement in edge computing toward internet of vehicles

B Shen, X Xu, L Qi, X Zhang, G Srivastava - Computer Communications, 2021 - Elsevier
Facing serious challenges in bandwidth and delay, currently adopted cloud computing is no
longer effective for providing real-time Internet of Vehicles (IoV) services in the intelligent …

[HTML][HTML] Joint optimization of network selection and task offloading for vehicular edge computing

L Tang, B Tang, L Zhang, F Guo, H He - Journal of Cloud Computing, 2021 - Springer
Taking the mobile edge computing paradigm as an effective supplement to the vehicular
networks can enable vehicles to obtain network resources and computing capability nearby …

Deep reinforcement learning for offloading and resource allocation in vehicle edge computing and networks

Y Liu, H Yu, S Xie, Y Zhang - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) is a promising technology to extend the diverse services to
the edge of Internet of Things (IoT) system. However, the static edge server deployment may …

Artificial intelligence for edge service optimization in internet of vehicles: A survey

X Xu, H Li, W Xu, Z Liu, L Yao… - Tsinghua Science and …, 2021 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) plays a crucial role in providing diversified services because of
its powerful capability of collecting real-time information. Generally, collected information is …

Edge-enabled V2X service placement for intelligent transportation systems

A Moubayed, A Shami, P Heidari… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communication and services have been garnering significant
interest from different stakeholders as part of future intelligent transportation systems (ITSs) …

A computation offloading method for edge computing with vehicle-to-everything

X Xu, Y Xue, X Li, L Qi, S Wan - IEEE access, 2019 - ieeexplore.ieee.org
Nowadays, for improving the increasingly crowded traffic conditions, internet of vehicles
(IoV) emerges. In IoV, the increase of smart vehicle applications produces computation …

Microservice-oriented service placement for mobile edge computing in sustainable internet of vehicles

L Wang, X Deng, J Gui, X Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The integration of Mobile Edge Computing (MEC) and microservice architecture drives the
implementation of the sustainable Internet of Vehicles (IoV). The microservice architecture …

Multi-objective computation offloading for internet of vehicles in cloud-edge computing

X Xu, R Gu, F Dai, L Qi, S Wan - Wireless Networks, 2020 - Springer
Abstract The Internet of Vehicles (IoV) has gained worldwide attentions as it provides the
service of collecting real-time traffic information to improve the road safety. The IoV users …