Caching-as-a-service: Virtual caching framework in the cloud-based mobile networks

X Li, X Wang, C Zhu, W Cai… - 2015 IEEE Conference …, 2015 - ieeexplore.ieee.org
Over recent years, the demand for rich multimedia services over mobile networks has been
soaring at a tremendous pace. However, it is envisioned that traditional dedicated …

Joint edge content cache placement and recommendation: Bayesian approach

KS Tharakan, BN Bharath… - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
Content caching is a key technology driving beyond 5G mobile edge computing and hence,
an efficient mechanism is needed to satisfy ultra-reliable low-latency communication. One …

Optimal Content Management and Dimensioning in Wireless Networks

J Krolikowski - 2018 - theses.hal.science
The massive increase in cellular traffic poses serious challenges to all actors concerned with
wireless content delivery. While network densification provides access to additional users …

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - Journal of Network and …, 2021 - Elsevier
Edge networking is a complex and dynamic computing paradigm that aims to push cloud re-
sources closer to the end user improving responsiveness and reducing backhaul traffic …

Data-driven approaches to edge caching

G Li, Q Shen, Y Liu, H Cao, Z Han, F Li… - Proceedings of the 2018 …, 2018 - dl.acm.org
Content caching at network edge is a promising solution for serving emerging high-
throughput low-delay applications, such as virtual reality, augmented reality and Internet-of …

Economic analysis of cache location in mobile network

X Cai, S Zhang, Y Zhang - 2013 IEEE Wireless …, 2013 - ieeexplore.ieee.org
As mobile networks are witnessing huge growth in the volumes of data traffic from
smartphone and tablet. Mobile operators start to look into CDN and caching in order to …

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 …

Fresh caching of dynamic content over the wireless edge

B Abolhassani, J Tadrous, A Eryilmaz… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
We introduce a framework and provably-efficient schemes for 'fresh'caching at the (front-
end) local cache of content that is subject to 'dynamic'updates at the (back-end) database …

Caching With Personalized and Incumbent-Aware Recommendation: Modeling and Optimization

Y Zhao, Z Yu, D Yuan - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Caching popular contents at cell edge has been recognized as a promising way to facilitate
rapid content delivery and alleviate backhaul burden. The content popularity is greatly …

Red/led: An asymptotically optimal and scalable online algorithm for service caching at the edge

T Zhao, IH Hou, S Wang, K Chan - IEEE Journal on Selected …, 2018 - ieeexplore.ieee.org
Edge servers, which are small servers located close to mobile users, have the potential to
greatly reduce delay and backhaul traffic of mobile Internet applications by moving cloud …