Device-to-device content caching techniques in 5G: A taxonomy, solutions, and challenges

D Prerna, R Tekchandani, N Kumar - Computer Communications, 2020 - Elsevier
Over the past many years, content caching is one of the major challenges in the 5G
environment. With the advent of the Internet of Things (IoT) and 5G, users want to access …

Cache placement in Fog-RANs: From centralized to distributed algorithms

J Liu, B Bai, J Zhang, KB Letaief - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
To deal with the rapid growth of high-speed and/or ultra-low latency data traffic for massive
mobile users, fog radio access networks (Fog-RANs) have emerged as a promising …

Coded caching for multi-level popularity and access

J Hachem, N Karamchandani… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
To address the exponentially rising demand for wireless content, the use of caching is
emerging as a potential solution. It has been recently established that joint design of content …

The design of dynamic probabilistic caching with time-varying content popularity

J Gao, S Zhang, L Zhao, X Shen - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
In this paper, we design dynamic probabilistic caching for the scenario when the
instantaneous content popularity may vary with time while it is possible to predict the …

Physical-layer schemes for wireless coded caching

SP Shariatpanahi, G Caire… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We investigate the potentials of applying the coded caching paradigm in wireless networks.
In order to do this, we investigate physical layer schemes for downlink transmission from a …

Exploring synergy between communications, caching, and computing in 5G-grade deployments

S Andreev, O Galinina, A Pyattaev… - IEEE …, 2016 - ieeexplore.ieee.org
Decisive progress in 5G mobile technology, fueled by a rapid proliferation of computation-
hungry and delay-sensitive services, puts economic pressure on the research community to …

Multi-hop cooperative caching in social IoT using matching theory

L Wang, H Wu, Z Han, P Zhang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
It is envisioned that the Internet of Things (IoT) will provide promising opportunities to users,
manufacturers, and service providers with a wide applicability in many fields. By employing …

Popularity-aware caching increases the capacity of wireless networks

L Qiu, G Cao - IEEE Transactions on Mobile Computing, 2019 - ieeexplore.ieee.org
In wireless ad hoc networks, due to the interference between concurrent transmissions, the
per-node capacity generally decreases with the increasing number of nodes in the network …

Caching D2D connections in small-cell networks

N Zhao, X Liu, Y Chen, S Zhang, Z Li… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Small-cell network is a promising solution to high video traffic. However, with the increasing
number of devices, it cannot meet the requirements from all users. Thus, we propose a …

Deep reinforcement learning for reactive content caching with predicted content popularity in three-tier wireless networks

Y Liu, J Jia, J Cai, T Huang - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
With the explosive growth of micro-video applications, the mobile traffic generated by
retrieving a few user-generated micro-videos has brought a massive burden to backhaul …