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Game theory and reinforcement learning based secure edge caching in mobile social networks
Q Xu, Z Su, R Lu - IEEE Transactions on Information Forensics …, 2020 - ieeexplore.ieee.org
Edge caching has become one of promising technologies in mobile social networks (MSNs)
to proximally provide popular contents for mobile users. However, since caching contents …
to proximally provide popular contents for mobile users. However, since caching contents …
Modeling the total energy consumption of mobile network services and applications
M Yan, CA Chan, AF Gygax, J Yan, L Campbell… - Energies, 2019 - mdpi.com
Reducing the energy consumption of Internet services requires knowledge about the
specific traffic and energy consumption characteristics, as well as the associated end-to-end …
specific traffic and energy consumption characteristics, as well as the associated end-to-end …
Cocktail edge caching: Ride dynamic trends of content popularity with ensemble learning
T Zong, C Li, Y Lei, G Li, H Cao… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
Edge caching will play a critical role in facilitating the emerging content-rich applications.
However, it faces many new challenges, in particular, the highly dynamic content popularity …
However, it faces many new challenges, in particular, the highly dynamic content popularity …
Fundamental limits on the regret of online network-caching
R Bhattacharjee, S Banerjee, A Sinha - … of the ACM on Measurement and …, 2020 - dl.acm.org
Optimal caching of files in a content distribution network (CDN) is a problem of fundamental
and growing commercial interest. Although many different caching algorithms are in use …
and growing commercial interest. Although many different caching algorithms are in use …
Music popularity: Metrics, characteristics, and audio-based prediction
J Lee, JS Lee - IEEE Transactions on Multimedia, 2018 - ieeexplore.ieee.org
Understanding music popularity is important not only for the artists who create and perform
music but also for the music-related industry. It has not been studied well how music …
music but also for the music-related industry. It has not been studied well how music …
Efficient analysis of caching strategies under dynamic content popularity
M Garetto, E Leonardi… - 2015 IEEE conference on …, 2015 - ieeexplore.ieee.org
In this paper we develop a novel technique to analyze both isolated and interconnected
caches operating under different caching strategies and realistic traffic conditions. The main …
caches operating under different caching strategies and realistic traffic conditions. The main …
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 …
of fifth-generation (5G) radio access networks. By bringing computing and storage resources …
A survey of caching networks in content oriented networks
M Yamamoto - IEICE Transactions on Communications, 2016 - search.ieice.org
Content oriented network is expected to be one of the most promising approaches for
resolving design concept difference between content oriented network services and location …
resolving design concept difference between content oriented network services and location …
Modeling dynamics of online video popularity
J Wu, Y Zhou, DM Chiu, Z Zhu - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Video popularity (measured by view count) over time is an essential reference for both
online video providers and users. According to state-of-the-art works, video popularity is …
online video providers and users. According to state-of-the-art works, video popularity is …
Raven: belady-guided, predictive (deep) learning for in-memory and content caching
X Hu, E Ramadan, W Ye, F Tian, ZL Zhang - Proceedings of the 18th …, 2022 - dl.acm.org
Performance of caching algorithms not only determines the quality of experience for users,
but also affects the operating and capital expenditures for cloud service providers. Today's …
but also affects the operating and capital expenditures for cloud service providers. Today's …