Federated-learning-empowered collaborative data sharing for vehicular edge networks

X Li, L Cheng, C Sun, KY Lam, X Wang, F Li - IEEE network, 2021 - ieeexplore.ieee.org
The Internet of Vehicles connects all vehicles and shares dynamic vehicular data via
wireless communications to effectively control vehicles and improve traffic efficiency …

Software-defined cooperative data sharing in edge computing assisted 5G-VANET

G Luo, H Zhou, N Cheng, Q Yuan, J Li… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
It is widely recognized that connected vehicles have the potential to further improve the road
safety, transportation intelligence and enhance the in-vehicle entertainment. By leveraging …

Digital twin-assisted resource allocation framework based on edge collaboration for vehicular edge computing

SR Jeremiah, LT Yang, JH Park - Future Generation Computer Systems, 2024 - Elsevier
Abstract Vehicular Edge Computing (VEC) supports latency-sensitive and computation-
intensive vehicular applications by providing caching and computing services in vehicle …

Collaborative vehicular edge computing networks: Architecture design and research challenges

R Xie, Q Tang, Q Wang, X Liu, FR Yu, T Huang - IEEE Access, 2019 - ieeexplore.ieee.org
The emergence of augmented reality (AR), autonomous driving and other new applications
have greatly enriched the functionality of the vehicular networks. However, these …

Collaborative task offloading in vehicular edge multi-access networks

G Qiao, S Leng, K Zhang, Y He - IEEE Communications …, 2018 - ieeexplore.ieee.org
Mobile edge computing (MEC) has emerged as a promising paradigm to realize user
requirements with low-latency applications. The deep integration of multi-access …

Collaborative data scheduling for vehicular edge computing via deep reinforcement learning

Q Luo, C Li, TH Luan, W Shi - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
With the development of autonomous driving, the surging demand for data communications
as well as computation offloading from connected and automated vehicles can be expected …

Cooperative mobile edge computing system for VANET-based software-defined content delivery

J Al-Badarneh, Y Jararweh, M Al-Ayyoub… - Computers & Electrical …, 2018 - Elsevier
Next-generation smart cities and Internet of Things (IoT) are getting more mature in terms of
services and infrastructure requirements. Multiple smart vehicle applications are being …

FiWi-enhanced vehicular edge computing networks: Collaborative task offloading

H Guo, J Zhang, J Liu - IEEE Vehicular Technology Magazine, 2018 - ieeexplore.ieee.org
Intelligent connected vehicles (ICVs) equipped with onboard sensors, communication, and
computation units, are expected to be the promising paradigm of future vehicles. With the …

Blockchain-based cooperative computation offloading and secure handover in vehicular edge computing networks

P Lang, D Tian, X Duan, J Zhou… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Facing the requirements of intelligent vehicles for massive data processing, vehicular edge
computing (VEC) utilizes computing resources deployed on the roadside infrastructure to …

Enabling collaborative edge computing for software defined vehicular networks

K Wang, H Yin, W Quan, G Min - IEEE network, 2018 - ieeexplore.ieee.org
Edge computing has great potential to address the challenges in mobile vehicular networks
by transferring partial storage and computing functions to network edges. However, it is still …