A reinforcement-learning approach to proactive caching in wireless networks

SO Somuyiwa, A György… - IEEE Journal on Selected …, 2018 - ieeexplore.ieee.org
We consider a mobile user accessing contents in a dynamic environment, where new
contents are generated over time (by the user's contacts) and remain relevant to the user for …

Content pushing with request delay information

W Chen, HV Poor - IEEE Transactions on Communications, 2017 - ieeexplore.ieee.org
Pushing along with proactive caching, in which content items are transmitted prior to being
requested by a user, holds the promise of trading scalable storage resources for substantial …

Delay analysis and optimization in cache-enabled multi-cell cooperative networks

Y Sun, Z Chen, H Liu - 2016 IEEE Global Communications …, 2016 - ieeexplore.ieee.org
Caching at the base stations (BSs) has been widely adopted to reduce the delivery delay
and alleviate the backhaul traffic between BSs and the core network. In this paper, we …

A cache-aided communication scheme for downlink coordinated multipoint transmission

F Zhou, L Fan, N Wang, G Luo, J Tang, W Chen - IEEE Access, 2017 - ieeexplore.ieee.org
Content caching at the base stations (BSs) is a promising strategy that can provide improved
quality-of-service (QoS) provisioning for content-centric services, and at the same time …

Performance analysis of push-based converged networks with limited storage

H Feng, Z Chen, H Liu - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
By pushing popular contents directly to users through broadcast networks while serving
individual requests using cellular networks, a wireless converged network provides a highly …

Multicast pushing with content request delay information

Y Lu, W Chen, HV Poor - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Multicasting can reduce network traffic in multiuser systems by serving multiple users
simultaneously. The benefits of multicasting basically come from the overlapping and …

Energy efficient pushing in AWGN channels based on content request delay information

W Huang, W Chen, HV Poor - Ieee transactions on …, 2018 - ieeexplore.ieee.org
Proactively pushing content to users has emerged as a promising technology to cope with
the explosively growing traffic demands of next-generation mobile networks. Yet, it is unclear …

Content pushing based on physical layer multicasting and request delay information

Y Lu, W Chen, HV Poor - 2016 IEEE Global Communications …, 2016 - ieeexplore.ieee.org
For content-centric wireless networks, pushing and proactive caching hold the promise of
greatly improving system throughput in the future. However, the throughput gains obtained …

4-DMWM approach for caching based optimal D2D pairing and channel allocation: Centralized and distributed algorithm design

L Miao, B Bai, W Chen - IEEE Access, 2016 - ieeexplore.ieee.org
Caching popular contents at mobile devices can potentially improve the quality of service for
mobile users and relieve traffic burden of base station in cellular networks. In this paper, we …

Energy efficient wireless pushing with request delay information and delivery delay constraint

W Huang, W Chen, HV Poor - IEEE Access, 2017 - ieeexplore.ieee.org
Proactively pushing content to users is a promising way of coping with the explosively
growing traffic demand of next-generation mobile networks. However, it is unclear whether …