OL-MEDC: An online approach for cost-effective data caching in mobile edge computing systems

X Xia, F Chen, Q He, G Cui, J Grundy… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) has emerged to overcome the inability of cloud computing to
offer low latency services. It allows popular data to be cached on edge servers deployed …

AoI-delay tradeoff in mobile edge caching with freshness-aware content refreshing

S Zhang, L Wang, H Luo, X Ma… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile edge caching can effectively reduce service delay but may introduce information
staleness, calling for timely content refreshing. However, content refreshing consumes …

Green and mobility-aware caching in 5G networks

M Chen, Y Hao, L Hu, K Huang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the drastic increase of mobile devices, there are more and more mobile traffic and
repeated requests for content. In 5G networks, small cell base stations (SBSs) caching and …

Big data caching for networking: Moving from cloud to edge

E Zeydan, E Bastug, M Bennis… - IEEE …, 2016 - ieeexplore.ieee.org
In order to cope with the relentless data tsunami in 5G wireless networks, current
approaches such as acquiring new spectrum, deploying more BSs, and increasing nodes in …

Deep learning-based edge caching in fog radio access networks

Y Jiang, H Feng, FC Zheng, D Niyato… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, the edge caching policy in fog radio access networks (F-RANs) is optimized
via deep learning. Considering that it is hard for fog access points (F-APs) to collect sufficient …

Echo state networks for proactive caching in cloud-based radio access networks with mobile users

M Chen, W Saad, C Yin… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, the problem of proactive caching is studied for cloud radio access networks
(CRANs). In the studied model, the baseband units (BBUs) can predict the content request …

Is there a case for mobile phone content pre-staging?

A Finamore, M Mellia, Z Gilani… - Proceedings of the …, 2013 - dl.acm.org
Content caching is a fundamental building block of the Internet. Caches are widely deployed
at network edges to improve performance for end-users, and to reduce load on web servers …

Backhaul-aware caching placement for wireless networks

X Peng, JC Shen, J Zhang… - 2015 IEEE global …, 2015 - ieeexplore.ieee.org
As the capacity demand of mobile applications keeps increasing, the backhaul network is
becoming a bottleneck to support high quality of experience (QoE) in next-generation …

Hierarchical caching for statistical QoS guaranteed multimedia transmissions over 5G edge computing mobile wireless networks

X Zhang, Q Zhu - IEEE Wireless Communications, 2018 - ieeexplore.ieee.org
The 5G mobile wireless networks are expected to provision distinct delay-bounded QoS
guarantees for a wide range of multimedia services, applications, and users with extremely …

A transfer learning approach for cache-enabled wireless networks

E Baştuğ, M Bennis, M Debbah - 2015 13th International …, 2015 - ieeexplore.ieee.org
Locally caching contents at the network edge constitutes one of the most disruptive
approaches in 5G wireless networks. Reaping the benefits of edge caching hinges on …