Privacy-preserving data-prefetching in vehicular networks via reinforcement learning

S Berri, J Zhang, B Bensaou… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… In this section, we formulate the problem of privacy preserving in data prefetching and
transmission scheduling. Our objective is to maximize the number of contents received by vehicles …

Efficient content delivery in user-centric and cache-enabled vehicular edge networks with deadline-constrained heterogeneous demands

MF Pervej, R Jin, SC Lin, H Dai - … Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
… , we exploit content prefetching at the edge server, with multiple classes in the content catalog,
while introducing preference-popularity tradeoff into individual content requests owing to …

On the content delivery efficiency of NOMA assisted vehicular communication networks with delay constraints

S Fang, H Chen, Z Khan, P Fan - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… on the content delivery efficiency in vehicular communication networks (VCNs), where
the content … In VCNs, pre-caching can significantly reduce the delivery delay of delay-sensitive …

Proactive Content Retrieval Based on Value of Popularity in Content-Centric Internet of Vehicles

MTR Khan, YZ Jembre, MM Saad… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
… of the vehicular network, the availability of stored content for the requester vehicle cannot be
… , this manuscript proposes a content prefetching scheme for the Content-centric Internet of …

Enabling efficient wifi-based vehicular content distribution

D Zhang, CK Yeo - IEEE Transactions on Parallel and …, 2012 - ieeexplore.ieee.org
prefetching system built upon cooperative APs for speeding up content distribution to vehicular
… His research interests include vehicular networks, mobile computing and ad hoc network

[PDF][PDF] Research on Route Pre-caching Based on Content Type Awareness

MA Javeed, J Xingfang - ijscia.com
… and its in-network cache characteristics can … of vehicle users, thus becoming popular
vehicle network architecture in the academic world. Vehicle named data network is the network

Offloading cellular networks through ITS content download

F Malandrino, C Casetti… - … and Networks  …, 2012 - ieeexplore.ieee.org
network from the content delivery task, our work is the first to jointly study the problems of
content prefetching … We consider a DSRC-based vehicular network composed of mobile users …

Deep reinforcement learning for edge caching with mobility prediction in vehicular networks

Y Choi, Y Lim - Sensors, 2023 - mdpi.com
… It is difficult to deliver the entire content to the vehicle from the caching node before it …
content in segments is more efficient in vehicular networks and MDS codes help keep the content

Towards cooperative caching for vehicular networks with multi-level federated reinforcement learning

L Zhao, Y Ran, H Wang, J Wang… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
vehicular networks and content popularity. In this paper, we propose a novel Cooperative
Caching algorithm for vehicular networks … the optimal ratio of pre-caching and task allocation. …

Set Ranking-Based Precaching Protocol in Vehicular Ad hoc Networks

Y Nam, H Choi, J Bang, Y Shin… - … & Networking Conference …, 2023 - ieeexplore.ieee.org
… scale of vehicular content, such as multimedia content comprising images, … vehicular networks
might not be able to deliver contents from a single RSU to vehicles [3]. Vehicular networks