Cooperative content caching in 5G networks with mobile edge computing

K Zhang, S Leng, Y He, S Maharjan… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
Along with modern wireless networks being content-centric, the demand for rich multimedia
services has been growing at a tremendous pace, which brings significant challenges to …

Efficient federated DRL-based cooperative caching for mobile edge networks

A Tian, B Feng, H Zhou, Y Huang… - … on Network and …, 2022 - ieeexplore.ieee.org
Edge caching has been regarded as a promising technique for low-latency, high-rate data
delivery in future networks, and there is an increasing interest to leverage Machine Learning …

A dynamic edge caching framework for mobile 5G networks

DT Hoang, D Niyato, DN Nguyen… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
Mobile edge caching has emerged as a new paradigm to provide computing, networking
resources, and storage for a variety of mobile applications. That helps achieve low latency …

Proactive content caching by exploiting transfer learning for mobile edge computing

T Hou, G Feng, S Qin, W Jiang - International Journal of …, 2018 - Wiley Online Library
To address the vast multimedia traffic volume and requirements of user quality of experience
in the next‐generation mobile communication system (5G), it is imperative to develop …

Wireless edge caching based on content similarity in dynamic environments

X Wei, J Liu, Y Wang, C Tang, Y Hu - Journal of Systems Architecture, 2021 - Elsevier
Edge caching could greatly relieve the burden of the backbone network and reduce the
content request latency experienced by end-user devices. This makes edge caching a …

An information-centric in-network caching scheme for 5G-enabled internet of connected vehicles

C Wang, C Chen, QQ Pei, Z Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the increasing on-board demand for intelligent connected vehicles (ICVs), the fifth-
generation (5G) wireless systems are being massively utilized in vehicular networks. As an …

Deep reinforcement learning for cooperative content caching in vehicular edge computing and networks

G Qiao, S Leng, S Maharjan, Y Zhang… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
In this article, we propose a cooperative edge caching scheme, a new paradigm to jointly
optimize the content placement and content delivery in the vehicular edge computing and …

Toward smart and cooperative edge caching for 5G networks: A deep learning based approach

H Pang, J Liu, X Fan, L Sun - 2018 IEEE/ACM 26th …, 2018 - ieeexplore.ieee.org
The emerging 5G mobile networking promises ultrahigh network bandwidth and ultra-low
communication latency (<; 1ms), benefiting a wide range of applications, including live video …

On mobile edge caching

J Yao, T Han, N Ansari - IEEE Communications Surveys & …, 2019 - ieeexplore.ieee.org
With the widespread adoption of various mobile applications, the amount of traffic in wireless
networks is growing at an exponential rate, which exerts a great burden on mobile core …

Cooperative edge caching in user-centric clustered mobile networks

S Zhang, P He, K Suto, P Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With files proactively stored at base stations (BSs), mobile edge caching enables direct
content delivery without remote file fetching, which can reduce the end-to-end delay while …