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Online Caching Algorithm for VR Video Streaming in Mobile Edge Caching System
The transmission optimization of VR video streaming can improve the quality of user experience, which includes content prediction optimization and...
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A collaborative offloading framework for multiple UAV considering service caching
Unmanned aerial vehicles (UAVs), with their flexible mobility, are widely used in wireless communication systems to provide high-quality auxiliary...
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Transient Data Caching Based on Maximum Entropy Actor–Critic in Internet-of-Things Networks
With the rapid development of the Internet-of-Things (IoT), a massive amount of transient data is transmitted in edge networks. Transient data are...
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Dijkstra algorithm based cooperative caching strategy for UAV-assisted edge computing system
Recently, the unmanned aerial vehicle (UAV)-assisted edge computing is proposed to improve the quality of service in some scenarios within sparse or...
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Meta-reinforcement learning for edge caching in vehicular networks
Content caching to local repositories closer to the user can significantly improve the utilization of the backbone network, reduce latency, and...
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A GNN-based proactive caching strategy in NDN networks
As people spend more time watching and sharing videos online, it is critical to provide users with a satisfactory quality of experience (QoE)....
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A Joint Caching and Offloading Strategy Using Reinforcement Learning for Multi-access Edge Computing Users
The increasing adoption of UHD video applications in connected car mobile terminals is placing significant demands on the real-time processing...
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An Extended SDN Architecture for Video-on-Demand Caching
Owing to the variety of ways to view the Internet and the changes in user behavior on the Internet, network traffic has been explosively growing in...
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Intelligent edge content caching: A deep recurrent reinforcement learning method
With the rise of 5G network and the rapid growth of user equipment, there exists a gap between the stringent requirements of emerging applications...
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Low-power secure caching strategy for Internet of vehicles
With the explosion of data in the Internet of vehicles, large power consumption, low quality of service, and content delivery security issues have...
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Energy and Latency Efficient Caching in Mobile Edge Networks: Survey, Solutions, and Challenges
Future wireless networks provide research challenges with many fold increase of smart devices and the exponential growth in mobile data traffic. The...
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Medley deep reinforcement learning-based workload offloading and cache placement decision in UAV-enabled MEC networks
Internet of Things devices generate a large number of heterogeneous workloads in real-time that require specific application to tackle, and the...
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Analysis of layered information dissemination model and caching strategy in Social Internet of Things
In recent years, the social Internet of Things (SIoT) and its applications have developed rapidly and introduced convenience to people’s lives. In...
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Efficient content transmission algorithm based on multi-community and edge-caching in ICN-SIoT
With the popularization of 5G, the number of mobile devices has gone through explosive growth, the information and contents in the network have...
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EICache: A learning-based intelligent caching strategy in mobile edge computing
With the rapid development of 5G mobile networks, data traffic has increased dramatically and is putting tremendous pressure on the backhaul link. In...
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Improving Distributed Caching Using Reinforcement Learning
With the increase in the number of edge devices and exponential rise in data collection, caching has gained importance to ensure fast access to...
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Edge Caching Cooperation Method Based on Deep Reinforcement Learning
During the use of electronic licenses, IoT devices require access to data in the cloud. By introducing edge caching, we can reduce the latency and...
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Effective Communication in NDN via Transient Popular Content Caching at Edge
The Named Data Networking (NDN) is a future Internet architecture to support content centric delivery. Among all the features offered by NDN...
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Mobility-aware caching in energy-harvesting-powered small-cell networks
The rapid increase of mobile devices has made user mobility one of the important factors affecting the cache. With the development of energy...
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Joint optimization of task caching and computation offloading in vehicular edge computing
The recent surge in the number of connected vehicles and vehicular applications really benefits citizens. Various vehicular applications are...
