Content caching based on mobility prediction and joint user Prefetch in Mobile edge networks

G Yu, J Wu - Peer-to-Peer Networking and Applications, 2020 - Springer
With the development of 5G mobile networks, people's demand for network response speed
and services has increased to meet the needs of a large amount of data traffic, reduce the …

Optimized content caching and user association for edge computing in densely deployed heterogeneous networks

Y Li, H Ma, L Wang, S Mao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Deploying small cell base stations (SBS) under the coverage area of a macro base station
(MBS), and caching popular contents at the SBSs in advance, are effective means to provide …

Mobility-aware caching for content-centric wireless networks: Modeling and methodology

R Wang, X Peng, J Zhang… - IEEE Communications …, 2016 - ieeexplore.ieee.org
As mobile services are shifting from connection-centric communications to content-centric
communications, content-centric wireless networking emerges as a promising paradigm to …

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 …

A smart caching mechanism for mobile multimedia in information centric networking with edge computing

Y Tang, K Guo, J Ma, Y Shen, T Chi - Future generation computer systems, 2019 - Elsevier
The widespread applications of mobile multimedia are causing the demands of the users on
the network to be increasingly prominent. Edge computing enables the deployment of …

Assessing the energy consumption of proactive mobile edge caching in wireless networks

M Yan, CA Chan, W Li, L Lei, AF Gygax… - IEEE Access, 2019 - ieeexplore.ieee.org
Multiaccess edge computing and caching (MEC) is regarded as one of the key technologies
of fifth-generation (5G) radio access networks. By bringing computing and storage resources …

Learn to cache: Machine learning for network edge caching in the big data era

Z Chang, L Lei, Z Zhou, S Mao… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
The unprecedented growth of wireless data traffic not only challenges the design and
evolution of the wireless network architecture, but also brings about profound opportunities …

Deep reinforcement learning for mobile edge caching: Review, new features, and open issues

H Zhu, Y Cao, W Wang, T Jiang, S Jin - IEEE Network, 2018 - ieeexplore.ieee.org
Mobile edge caching is a promising technique to reduce network traffic and improve the
quality of experience of mobile users. However, mobile edge caching is a challenging …

Performance and cost effectiveness of caching in mobile access networks

SE Elayoubi, J Roberts - Proceedings of the 2nd ACM Conference on …, 2015 - dl.acm.org
The paper considers the use of caching in mobile access networks and seeks to evaluate
the optimal memory for bandwidth tradeoff at base station (BS), packet gateway (PGW) and …

Enhancement for content delivery with proximity communications in caching enabled wireless networks: Architecture and challenges

M Sheng, C Xu, J Liu, J Song, X Ma… - IEEE Communications …, 2016 - ieeexplore.ieee.org
To cater for the exploding growth of video traffic, small cell base stations (SBSs) and
deviceto-device-enabled caching and delivery have been regarded as promising …