Content-Centric Mobile Edge Caching [PDF]
With the explosion of data volume, it becomes challenging to deliver high quality service to mobile users. Therefore, edge caching has received significant attentions since it can bring contents near mobile users, to boost spectral efficiency, and reduce
Tiankui Zhang +3 more
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Recent advances in mobile edge computing and content caching
The demand for digital media services is increasing as the number of wireless subscriptions is growing exponentially. In order to meet this growing need, mobile wireless networks have been advanced at a tremendous pace over recent days.
Sunitha Safavat +2 more
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Mixed Micro/Macro Cache for Device-to-Device Caching Systems in Multi-Operator Environments [PDF]
In a device-to-device (D2D) caching system that utilizes a device’s available storage space as a content cache, a device called a helper can provide content requested by neighboring devices, thereby reducing the burden on the wireless network. To enhance
Minjoong Rim
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Deep Q-Learning-Based Content Caching With Update Strategy for Fog Radio Access Networks
In order to improve the edge caching efficiency of the fog radio access network (F-RAN), this paper put forward a distributed deep Q-learning-based content caching scheme based on user preference prediction and content popularity prediction.
Fan Jiang +3 more
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Dynamic edge-caching through content popularity and crowd prediction for short video services [PDF]
With the explosive growth of short video traffic and the increasing demand for low-latency content delivery, efficient edge caching strategies have become critical for mobile networks. However, the highly dynamic and personalized characteristics of short
Sen Niu +4 more
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Content placement in networks of similarity caches [PDF]
Similarity caching systems have recently attracted the attention of the scientific community, as they can be profitably used in many application contexts, like multimedia retrieval, advertising, object recognition, recommender systems and online content-match applications.
Garetto, Michele +2 more
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A Graph Neural Network Approach for Caching Performance Optimization in NDN Networks
Named Data Networking (NDN) is a new architecture with in-network caching ability. NDN nodes can cache data packets in their cache store to satisfy further requests. Accurately caching popular content across the network is essential for NDN to reduce the
Jiacheng Hou +3 more
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An Energy Reward-Based Caching Mechanism for Information-Centric Internet of Things
Existing information-centric networking (ICN) designs for Internet of Things (IoT) mostly make caching decisions based on probability or content popularity.
Ngocthanh Dinh, Younghan Kim
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Active Cache: Caching Dynamic Contents on the Web [PDF]
Dynamic documents constitute an increasing percentage of contents on the Web, and caching dynamic documents becomes an increasingly important issue that affects the scalability of the Web. In this paper, we propose the Active Cache scheme to support caching of dynamic contents at Web proxies.
Pei Cao, Jin Zhang, Kevin Beach
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In-network caching in information-centric networks for different applications: A survey
Information-Centric Networks (ICNs) have become a promising paradigm for the future Internet instead of host-based communication. In this network, content-oriented data and in-network caching are two key properties, which have brought tremendous benefits
Dong Doan Van, Qingsong Ai
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