Deep reinforcement learning for reactive content caching with predicted content popularity in three-tier wireless networks
Y Liu, J Jia, J Cai, T Huang - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
With the explosive growth of micro-video applications, the mobile traffic generated by
retrieving a few user-generated micro-videos has brought a massive burden to backhaul …
retrieving a few user-generated micro-videos has brought a massive burden to backhaul …
A collaborative hotspot caching design for 5G cellular network
The explosive growth of video data traffic brings a great pressure on the future 5G networks.
Deploying caches at the radio access network and evolved packet core in the 5G network …
Deploying caches at the radio access network and evolved packet core in the 5G network …
A proactive caching strategy based on deep Learning in EPC of 5G
FY Lei, QY Dai, J Cai, HM Zhao, X Liu, Y Liu - … 2018, Xi'an, China, July 7-8 …, 2018 - Springer
In 5G mobile network, SDN/NFV as a key technology is widely used in EPC networks. In
order to cope with the increasing data service in the EPC of 5G network, we propose a …
order to cope with the increasing data service in the EPC of 5G network, we propose a …
An energy-efficient collaborative caching scheme for 5G wireless network
CCN (Content-centric network) has emerged as a promising architecture for future 5G
network due to its in-network caching capability and receiver-driven content retrieval …
network due to its in-network caching capability and receiver-driven content retrieval …
Testbed for ICN media distribution over LTE radio access networks
Abstract Information-centric networking (ICN) is one of the most promising research topics
for the future Internet. ICN aims at circumventing several issues of current Internet protocol …
for the future Internet. ICN aims at circumventing several issues of current Internet protocol …
Collaborative hierarchical caching in cloud radio access networks
To deal with the severe challenge from explosively increasing mobile users' multimedia
service requests in mobile networks, introducing cloud-based computing platform and …
service requests in mobile networks, introducing cloud-based computing platform and …
Performance and implications of RAN caching in LTE mobile networks: A real traffic analysis
Deploying caches in mobile networks, especially in the radio access network (RAN) is
regarded as a promising way to improve mobile user experiences and alleviate the …
regarded as a promising way to improve mobile user experiences and alleviate the …
Collaborative content distribution in 5G mobile networks with edge caching
H Xing, W Song - … 2019-2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
While the fifth-generation (5G) mobile networks are evolving to a content-centric paradigm,
the surging traffic demands keep stressing the ever-increasing network capacities. To …
the surging traffic demands keep stressing the ever-increasing network capacities. To …
Social network aware caching for 5G radio access network
Next-generation 5G networks are envisioned to support ultra low latency, leveraging the
benefits of caching at radio access network (RAN). While the low latency is proliferated by …
benefits of caching at radio access network (RAN). While the low latency is proliferated by …
Cooperative content caching and distribution in dense networks
A Kabir - KSII Transactions on Internet and Information Systems …, 2018 - koreascience.kr
Mobile applications and social networks tend to enhance the need for high-quality content
access. To address the rapid growing demand for data services in mobile networks, it is …
access. To address the rapid growing demand for data services in mobile networks, it is …