A survey of machine learning techniques applied to software defined networking (SDN): Research issues and challenges

J Xie, FR Yu, T Huang, R Xie, J Liu… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In recent years, with the rapid development of current Internet and mobile communication
technologies, the infrastructure, devices and resources in networking systems are becoming …

Artificial intelligence for wireless caching: Schemes, performance, and challenges

M Sheraz, M Ahmed, X Hou, Y Li, D Jin… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Wireless data traffic is growing unprecedentedly and it may impede network performance by
consuming an ever-greater amount of bandwidth. With the advancement in technology there …

Decentralized resource allocation for video transcoding and delivery in blockchain-based system with mobile edge computing

Y Liu, FR Yu, X Li, H Ji… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The blockchain-based video systems are designed to build a decentralized and flexible
video ecosystem by enabling a direct interaction among users, video providers (VPs), and …

When 5G meets ICN: An ICN-based caching approach for mobile video in 5G networks

Z Zhang, CH Lung, I Lambadaris, M St-Hilaire - Computer Communications, 2018 - Elsevier
The dramatic increasing demand for video from mobile users (MU) has imposed huge
pressure on cellular networks. By using the millimeter wave (mmWave) technique, the fifth …

A game theoretic approach for hierarchical caching resource sharing in 5G networks with virtualization

R Xie, J Wu, R Wang, T Huang - China Communications, 2019 - ieeexplore.ieee.org
Caching and virtualization have been considered as the promising techniques in 5G
Networks. In 5G networks with virtualization, the caching resources deployed by …

[HTML][HTML] Caching resource management of mobile edge network based on Stackelberg game

Q Li, C Lu, B Cao, Q Zhang - Digital Communications and Networks, 2019 - Elsevier
Mobile edge caching technology is gaining more and more attention because it can
effectively improve the Quality of Experience (QoE) of users and reduce backhaul burden …

Energy-efficient cache resource allocation and QoE optimization for HTTP adaptive bit rate streaming over cellular networks

J Xie, R Xie, T Huang, J Liu, Y Liu - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
With the ever-increasing demand for high quality video, mobile video transmission
optimization over limited wireless network capacity has been attracted extensive attention …

Content-centric caching using deep reinforcement learning in mobile computing

C Wang, K Gai, J Guo, L Zhu… - … Conference on High …, 2019 - ieeexplore.ieee.org
In era of Internet, the amount of the connected devices has been remarkably increasing
along with the increment of the network-based service. Both service quality and user's …

ICICD: An efficient content distribution architecture in mobile cellular network

J Xie, R Xie, T Huang, J Liu, Y Liu - IEEE Access, 2017 - ieeexplore.ieee.org
With the recent proliferation of powerful mobile devices, such as smart phones and tablets,
data traffic on mobile networks is growing explosively. To cope with the challenges brought …

A game theoretical distributed approach for opportunistic caching strategy

Q Liu, Y Wang, L Zhuge, B Cao, H Xue - Wireless Networks, 2019 - Springer
Wireless network virtualization (WNV) has been a hot topic recently, which can provide the
customized service to construct virtual networks for various requirements quickly and flexibly …