An optimized proactive caching scheme based on mobility prediction for vehicular networks

H Khelifi, S Luo, B Nour, A Sellami… - 2018 IEEE global …, 2018 - ieeexplore.ieee.org
… changes and the mobility direction of vehicles. Regardless of the existing caching schemes,
we believe more efforts should be investigated to exploit the in-network caching. None of the …

A cooperative caching scheme based on mobility prediction in vehicular content centric networks

L Yao, A Chen, J Deng, J Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… In this work, we propose a caching scheme called Cooperative Caching based on Mobility
… a set of caching nodes are likely to visit repeatedly and possibly stay for a long period of …

A cooperative caching scheme for VCCN with mobility prediction and consistent hashing

L Yao, X Xu, J Deng, G Wu, Z Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… , we incorporate mobility prediction and consistent … caching scheme with mitigating cache
duplicates. Our design is called Cooperative Caching scheme based on Mobility Prediction

Content caching based on mobility prediction and joint user Prefetch in Mobile edge networks

G Yu, J Wu - Peer-to-Peer Networking and Applications, 2020 - Springer
caching with users without affecting user activity. We propose a content caching strategy
based on mobility prediction … The policy predicts the prefetching device data by predicting the …

Performance analysis of mobility prediction based proactive wireless caching

Y Ye, M Xiao, Z Zhang, Z Ma - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
… a mobility prediction based proactive wireless caching scheme … contents cached only at BSs,
and popular contents cached at … user mobility as a Markov renewal process to predict user …

Edge caching with mobility prediction in virtualized LTE mobile networks

AS Gomes, B Sousa, D Palma, V Fonseca… - Future Generation …, 2017 - Elsevier
… need the end users’ predicted location to optimize network performance. … mobility prediction
results to have improved caching strategies and place the content closer to users’ predicted

Proactive caching with mobility prediction under uncertainty in information-centric networks

N Abani, T Braun, M Gerla - Proceedings of the 4th ACM Conference on …, 2017 - dl.acm.org
mobility prediction model we have used for our predictions … by uncertainty, the mobility
prediction model can be replaced … The goal of our mobility prediction model is to predict the next …

Mobility-aware and interest-predicted caching strategy based on IoT data freshness in D2D networks

X Zhao, Q Zhu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… user mobility, caching hit probability, and user interest prediction, we define a mobile user
util… c) whether the cache users are interested in the files cached by themselves; and d) whether …

LSTM for mobility based content popularity prediction in wireless caching networks

H Mou, Y Liu, L Wang - 2019 IEEE Globecom Workshops (GC …, 2019 - ieeexplore.ieee.org
caching scheme is proposed based on a novel prediction model which jointly considers
mobility … In specific, Long Short-Term Memory (LSTM) method is utilized as a prediction tool due …

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

Y Choi, Y Lim - Sensors, 2023 - mdpi.com
… We designed a content-caching scheme using RSUs and vehicles as caching nodes. There
are both advantages and disadvantages associated with this. The vehicles and RSUs were …