Caching placement optimization in UAV-assisted cellular networks: A deep reinforcement learning based framework

Y Wang, S Fu, C Yao, H Zhang… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Capable of delivering contents offloaded from the base station (BS) to users, unmanned
aerial vehicle (UAV) has emerged as a crucial leverage to compensate for terrestrial BSs …

Delay-aware caching in internet-of-vehicles networks

X Huang, K Xu, Q Chen, J Zhang - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the emergence of a large number of computational resource-intensive applications and
various content delivery services, there is an explosion of data growth in the Internet of …

Diversity-improved caching of popular transient contents in Vehicular Named Data Networking

M Amadeo, G Ruggeri, C Campolo, A Molinaro - Computer Networks, 2021 - Elsevier
In-network caching, natively enabled by Named Data Networking (NDN), is effective to
speed up content retrieval in vehicular environments, where a large variety of contents are …

Cooperative caching and transmission in CoMP-integrated cellular networks using reinforcement learning

P Lin, Q Song, J Song, A Jamalipour… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobile network caching (MNC) and Coordinated MultiPoint (CoMP) joint transmission (JT)
techniques are expected to play a significant role in future networks. Yet, when considering …

Fresh caching of dynamic content over the wireless edge

B Abolhassani, J Tadrous, A Eryilmaz… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
We introduce a framework and provably-efficient schemes for 'fresh'caching at the (front-
end) local cache of content that is subject to 'dynamic'updates at the (back-end) database …

Mobee: Mobility-aware energy-efficient coded caching in cloud radio access networks

TX Tran, F Kazemi, E Karimi… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
A novel mobility-aware and energy-efficient coded caching provisioning strategy, Mobee, is
proposed for a Cloud Radio Access Network (C-RAN). The placement of the Maximum …

Towards multi-metric cache replacement policies in vehicular named data networks

S Ostrovskaya, O Surnin, R Hussain… - 2018 IEEE 29th …, 2018 - ieeexplore.ieee.org
Vehicular Named Data Network (VNDN) uses NDN as an underlying communication
paradigm to realize intelligent transportation system applications. Content communication is …

Left-right-front caching strategy for vehicular networks in icn-based internet of things

IU Din, B Ahmad, A Almogren, H Almajed… - IEEE …, 2020 - ieeexplore.ieee.org
In Vehicular Ad-hoc Networks (VANET), vehicles act like mobile nodes for fetching, sharing,
and disseminating important information related to vehicle safety, warning messages …

Collaborative edge caching in context-aware device-to-device networks

X Zhao, P Yuan, S Tang - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
Caching content on the edge of a network can effectively localize traffic, reduce network
latency, and improve network throughput. In this paper, we propose a posteriori caching …

[HTML][HTML] A comprehensive review on edge caching from the perspective of total process: Placement, policy and delivery

H Wu, Y Fan, Y Wang, H Ma, L Xing - Sensors, 2021 - mdpi.com
With the explosive growth of smart devices and mobile applications, mobile core networks
face the challenge of exponential growth in traffic and computing demand. Edge caching is …