Edge content caching with deep spatiotemporal residual network for IoV in smart city

X Xu, Z Fang, J Zhang, Q He, D Yu, L Qi… - ACM Transactions on …, 2021 - dl.acm.org
Internet of Vehicles (IoV) enables numerous in-vehicle applications for smart cities, driving
increasing service demands for processing various contents (eg, videos). Generally, for …

Recent advances of edge cache in radio access networks for internet of things: techniques, performances, and challenges

Z Piao, M Peng, Y Liu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The edge cache is an effective way to reduce the heavy traffic load and the end-to-end
latency in radio access networks (RANs) for supporting a number of critical Internet of Things …

Cooperative edge caching in user-centric clustered mobile networks

S Zhang, P He, K Suto, P Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With files proactively stored at base stations (BSs), mobile edge caching enables direct
content delivery without remote file fetching, which can reduce the end-to-end delay while …

Green 5G enabling technologies: an overview

S Zhang, X Cai, W Zhou, Y Wang - IET Communications, 2019 - Wiley Online Library
Given the rising concerns on carbon emission and increasing operating expense pressure,
mobile network operators and device vendors are actively driving the energy‐efficient …

Proactive caching for mobile video streaming in millimeter wave 5G networks

J Qiao, Y He, XS Shen - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Mobile video streaming is fundamental to advanced applications in the fifth generation (5G)
networks. Millimeter wave (mmWave) communication represents a leading 5G technology …

PSAC: Proactive sequence-aware content caching via deep learning at the network edge

Y Zhang, Y Li, R Wang, J Lu, X Ma… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Compared with traditional ineffective methods, such as acquiring more spectrum and
deploying more base stations, edge caching is a highly promising solution for increased …

Cooperative edge caching in software-defined hyper-cellular networks

Q Li, W Shi, X Ge, Z Niu - IEEE Journal on Selected Areas in …, 2017 - ieeexplore.ieee.org
In this paper, content caching is considered in a software-defined hyper-cellular network (SD-
HCN) with capacity-limited backhaul connections. To achieve efficient content caching and …

Proactive caching for vehicular multi-view 3D video streaming via deep reinforcement learning

Z Zhang, Y Yang, M Hua, C Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper investigates the problem of proactive caching for multi-view 3D videos in the fifth
generation (5G) networks. We establish a mathematical model for this problem, and point …

A novel caching mechanism for Internet of Things (IoT) sensing service with energy harvesting

D Niyato, DI Kim, P Wang… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Caching has shown the success in performance improvement for many wireless
communications and networking systems. In this paper, we introduce a caching mechanism …

Cache-enabled software defined heterogeneous networks for green and flexible 5G networks

J Zhang, X Zhang, W Wang - IEEE Access, 2016 - ieeexplore.ieee.org
The network densification of small cells (SCs) is a promising way to cope with the explosive
growth of future traffic demands in 5G networks. However, the overall power consumption …