Cooperative hierarchical caching in 5G cloud radio access networks

TX Tran, A Hajisami, D Pompili - Ieee network, 2017 - ieeexplore.ieee.org
Over the last few years, C-RAN is proposed as a transformative architecture for 5G cellular
networks that brings the flexibility and agility of cloud computing to wireless communications …

Cooperative hierarchical caching and request scheduling in a cloud radio access network

TX Tran, DV Le, G Yue, D Pompili - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this article, we propose a novel cooperative hierarchical caching framework in a Cloud
Radio Access Network (C-RAN), in which a new cloud-cache at Cloud Processing Unit …

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 …

Hybrid content caching in 5G wireless networks: Cloud versus edge caching

J Kwak, Y Kim, LB Le, S Chong - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Most existing content caching designs require accurate estimation of content popularity,
which can be challenging in the dynamic mobile network environment. Moreover, emerging …

Octopus: A cooperative hierarchical caching strategy for cloud radio access networks

TX Tran, D Pompili - … Conference on Mobile Ad Hoc and …, 2016 - ieeexplore.ieee.org
Recently, implementing Radio Access Network (RAN) functionality on cloud-based
computing platform has become an emerging solution that leverages the many advantages …

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 …

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 …

Deep Q-learning-based content caching with update strategy for fog radio access networks

F Jiang, Z Yuan, C Sun, J Wang - IEEE Access, 2019 - ieeexplore.ieee.org
In order to improve the edge caching efficiency of the fog radio access network (F-RAN), this
paper put forward a distributed deep Q-learning-based content caching scheme based on …

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 …

Collaborative edge caching through service function chaining: Architecture and challenges

L Lei, X Xiong, L Hou, K Zheng - IEEE Wireless …, 2018 - ieeexplore.ieee.org
Edge caching enables mobile users to fetch contents from cache servers deployed at base
stations or even closer to users, with the aim of avoiding latency and improving the overall …