Caching efficiency maximization for device-to-device communication networks: A recommend to cache approach
Edge side caching assisted device-to-device (D2D) communication has been
acknowledged as a promising technique to alleviate the heavy burden of backhaul …
acknowledged as a promising technique to alleviate the heavy burden of backhaul …
Joint content caching, recommendation, and transmission optimization for next generation multiple access networks
We exploit a behavior-shaping proactive mechanism, namely, recommendation, in cache-
assisted non-orthogonal multiple access (NOMA) networks, aiming at minimizing the …
assisted non-orthogonal multiple access (NOMA) networks, aiming at minimizing the …
Exploiting coding and recommendation to improve cache efficiency of reliability-aware wireless edge caching networks
In this paper, a full-stack perspective that involves content coding, caching and
recommendation is presented for wireless edge caching networks. Therein, content coding …
recommendation is presented for wireless edge caching networks. Therein, content coding …
Towards cost minimization for wireless caching networks with recommendation and uncharted users' feature information
Caching popular contents at the network edge has been considered as a promising enabler
to relieve the pressure on networks due to the fact that a substantial portion of global data …
to relieve the pressure on networks due to the fact that a substantial portion of global data …
Revenue maximization: The interplay between personalized bundle recommendation and wireless content caching
Y Fu, Y Zhang, AKY Wong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we explore the interplay between personalized bundle recommendation and
cache decision on the performance of wireless edge caching networks. A revenue …
cache decision on the performance of wireless edge caching networks. A revenue …
Online caching with optimistic learning
The design of effective online caching policies is an increasingly important problem for
content distribution networks, online social networks and edge computing services, among …
content distribution networks, online social networks and edge computing services, among …
Mobility-aware and interest-predicted caching strategy based on IoT data freshness in D2D networks
X Zhao, Q Zhu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) will generate a large amount of data and the desired data are
similar for users in particular regions. In these situations, data can be shared by D2D …
similar for users in particular regions. In these situations, data can be shared by D2D …
Deep learning for latent events forecasting in content caching networks
A novel Twitter context aided content caching (TAC) framework is proposed for enhancing
the caching efficiency by taking advantage of the legibility and massive volume of Twitter …
the caching efficiency by taking advantage of the legibility and massive volume of Twitter …
A new vision of wireless edge caching networks (WECNs): Issues, technologies, and open research trends
The future generation of wireless cellular system is expected to accommodate extensive
latency-sensitive, tactus-aware, and data-intensive intelligent applications, thereby posing …
latency-sensitive, tactus-aware, and data-intensive intelligent applications, thereby posing …
Online caching with no regret: Optimistic learning via recommendations
The design of effective online caching policies is an increasingly important problem for
content distribution networks, online social networks and edge computing services, among …
content distribution networks, online social networks and edge computing services, among …