Deep reinforcement learning for edge caching and content delivery in internet of vehicles

Y Dai, D Xu, Y Lu, S Maharjan… - 2019 IEEE/CIC …, 2019 - ieeexplore.ieee.org
To enable the emerging vehicular applications and multimedia services in an Internet of
Vehicles (IoV) framework, edge caching is a promising paradigm which can cache content in …

[HTML][HTML] An edge communication based probabilistic caching for transient content distribution in vehicular networks

D Gupta, S Rani, B Tiwari, TR Gadekallu - Scientific Reports, 2023 - nature.com
Abstract Vehicular Content Networks (VCNs) represent key empowering solution for content
distribution in fully distributed manner for vehicular infotainment applications. In VCN, both …

The rich prefetching in edge caches for in-order delivery to connected cars

A Mahmood, CE Casetti, CF Chiasserini… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Content caching on the edge of 5G networks is an emerging and critical feature to quench
the thirst for content of future connected cars. However, the tight packaging of 5G cells, the …

Single vs distributed edge caching for dynamic content

B Abolhassani, J Tadrous… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
Existing content caching mechanisms are predominantly geared towards easy-access to
content that is static once created. However, numerous applications, such as news and …

Intelligent mobile edge caching for popular contents in vehicular cloud toward 6G

P Liu, Y Zhang, T Fu, J Hu - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Although vehicles are the most commonly used means of transportation in our daily lives,
their computational power and memory resources are often ignored. The new paradigm …

Radio network-aware edge caching for video delivery in MEC-enabled cellular networks

Y Tan, C Han, M Luo, X Zhou… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
With the rapid development of Mobile Internet, online Video-on-Demand (VoD) services,
primarily 4K video, grow tremendously with the key performance indicators of lower latency …

Two-layer distributed content caching for infotainment applications in vanets

Z Xue, Y Liu, G Han, F Ayaz, Z Sheng… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
For vehicular ad hoc networks (VANETs), edge caching has attracted considerable research
attention to maximize the efficiency and reliability of infotainment applications. In this article …

Deep reinforcement learning for cooperative edge caching in vehicular networks

Y Xing, Y Sun, L Qiao, Z Wang, P Si… - 2021 13th International …, 2021 - ieeexplore.ieee.org
In order to enable more and more multimedia content to be shared in the vehicular network,
edge caching is a promising approach to cache content near the vehicles to reduce the …

Mobility-aware edge caching for connected cars

A Mahmood, C Casetti, CF Chiasserini… - 2016 12th Annual …, 2016 - ieeexplore.ieee.org
Content caching on the edge of 5G networks is an emerging and critical feature to support
the thirst for content of future connected cars. Yet, the compactization of 5G cells, the finite …

Mobility-aware proactive edge caching for large files in the internet of vehicles

G Yu, Y He, J Wu, Z Chen, J Pan - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
By shifting the requested content to the edge in the Internet of Vehicles (IoV), edge caching
is expected to be an effective solution to satisfy the low latency and high-reliability …