A -Learning-Based Proactive Caching Strategy for Non-Safety Related Services in Vehicular Networks

L Hou, L Lei, K Zheng, X Wang - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Content caching has brought huge potential for the provisioning of non-safety related
infotainment services in future vehicular networks. Assisted by multiaccess edge computing …

Digital twin empowered content caching in social-aware vehicular edge networks

K Zhang, J Cao, S Maharjan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapid proliferation of smart vehicles along with the advent of powerful applications bring
stringent requirements on massive content delivery. Although vehicular edge caching can …

Artificial intelligence empowered edge computing and caching for internet of vehicles

Y Dai, D Xu, S Maharjan, G Qiao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
Recent advances in edge computing and caching have significant impacts on the
developments of vehicular networks. Nevertheless, the heterogeneous requirements of on …

Blockchain and deep reinforcement learning empowered intelligent 5G beyond

Y Dai, D Xu, S Maharjan, Z Chen, Q He… - IEEE network, 2019 - ieeexplore.ieee.org
Blockchain and AI are promising techniques for next-generation wireless networks.
Blockchain can establish a secure and decentralized resource sharing environment. AI can …

Ai-empowered content caching in vehicular edge computing: Opportunities and challenges

MA Javed, S Zeadally - IEEE network, 2021 - ieeexplore.ieee.org
Vehicular networks are an indispensable component of future autonomous and intelligent
transport systems. Today, many vehicular networking applications are emerging, and …

VeSoNet: Traffic-aware content caching for vehicular social networks using deep reinforcement learning

N Aung, S Dhelim, L Chen, A Lakas… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicular social networking is an emerging application of the Internet of Vehicles (IoV)
which aims to achieve seamless integration of vehicular networks and social networks …

Toward efficient content delivery for automated driving services: An edge computing solution

Q Yuan, H Zhou, J Li, Z Liu, F Yang, XS Shen - IEEE Network, 2018 - ieeexplore.ieee.org
Automated driving is coming with enormous potential for safer, more convenient, and more
efficient transportation systems. Besides onboard sensing, autonomous vehicles can also …

Deep learning based caching for self-driving cars in multi-access edge computing

A Ndikumana, NH Tran, KT Kim… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Without steering wheel and driver's seat, the self-driving cars will have new interior outlook
and spaces that can be used for enhanced infotainment services. For traveling people, self …

Blockchain-based trustworthy edge caching scheme for mobile cyber-physical system

Q Xu, Z Su, Q Yang - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
To improve mobile users' quality-of-experience (QoE) in the mobile cyber-physical system
(MCPS), caching layered-coding contents on edge nodes that are close to mobile users has …

On blockchain-enhanced secure data storage and sharing in vehicular edge computing networks

M Firdaus, KH Rhee - Applied Sciences, 2021 - mdpi.com
The conventional architecture of vehicular ad hoc networks (VANETs) with a centralized
approach has difficulty overcoming the increasing complexity of intelligent transportation …