Towards cost minimization for wireless caching networks with recommendation and uncharted users' feature information

Y Fu, Z Yang, TQS Quek… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

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 …

A diversified recommendation scheme for wireless content caching networks

K Shi, Y Fu, K Hung - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Wireless cellular networks currently face constantly growing data demands, which lead to
network congestion and high latency. Cache-aware recommendation can reshape users' …

Approximation guarantees for the joint optimization of caching and recommendation

M Costantini, T Spyropoulos… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Caching popular content at the network edge can benefit both the operator and the client by
alleviating the backhaul traffic and reducing access latency, respectively. Recommendation …

Joint design of content delivery and recommendation in wireless caching networks

Z Zhao, H Gao, W Hong, X Duan… - China …, 2021 - ieeexplore.ieee.org
Although content caching and recommendation are two complementary approaches to
improve the user experience, it is still challenging to provide an integrated paradigm to fully …

Show me the cache: Optimizing cache-friendly recommendations for sequential content access

T Giannakas, P Sermpezis… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
Caching has been successfully applied in wired networks, in the context of Content
Distribution Networks (CDNs), and is quickly gaining ground for wireless systems. Storing …

Content size-aware edge caching: A size-weighted popularity-based approach

Q Li, W Shi, Y Xiao, X Ge… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
In this paper, content caching is considered at the edge of the network with an objective of
offloading recurrent traffic on the capacity-stringent backhaul links to the vicinity of end …

Improved approximation of storage-rate tradeoff for caching with multiple demands

A Sengupta, R Tandon - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Caching at the network edge has emerged as a viable solution for alleviating the severe
capacity crunch in modern content centric wireless networks by leveraging network load …

Context-aware proactive content caching with service differentiation in wireless networks

S Müller, O Atan, M Van Der Schaar… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Content caching in small base stations or wireless infostations is considered to be a suitable
approach to improve the efficiency in wireless content delivery. Placing the optimal content …

Optimizing caching and recommendation towards user satisfaction

K Qi, B Chen, C Yang, S Han - 2018 10th International …, 2018 - ieeexplore.ieee.org
Caching at the wireless edge can improve the user experience in transmission, while
personalized recommendation is targeted at satisfying users with contents and can also …