Content-Centric Mobile Edge Caching
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2019.2962856
Abstract: 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… read more here.
Keywords: content centric; edge caching; edge; centric mobile ... See more keywords
An Incremental Learning Based Edge Caching System: From Modeling to Evaluation
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DOI: 10.1109/access.2020.2965249
Abstract: Caches are widely applied to improve data delivery performance in distributed systems like edge networks and content delivery networks (CDNs). We consider caching mechanism in those networks that deliver contents to end users. The challenge… read more here.
Keywords: system; incremental learning; edge caching; learning based ... See more keywords
Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach
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DOI: 10.1109/access.2020.3010329
Abstract: Ubiquitous Internet of Things (IoT) devices have fueled plenty of innovations in the emerging network paradigms. Among them, IoT edge caching has emerged as a promising technique to cope with the explosive growth in network… read more here.
Keywords: learning based; cooperative edge; approach; edge caching ... See more keywords
An Analysis on Wireless Edge Caching in In-Band Full-Duplex FR2-IAB Networks
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DOI: 10.1109/access.2020.3022725
Abstract: This article develops a 3GPP inspired analytical framework for cache-enabled in-band full-duplex (IBFD) integrated access and backhaul (IAB) heterogeneous network in the FR2 (millimeter wave) band. In particular, by assuming wide-band FR2 channel model, we… read more here.
Keywords: fr2 iab; wireless edge; edge caching; duplex ... See more keywords
Blockchain-Based Trustworthy Edge Caching Scheme for Mobile Cyber-Physical System
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DOI: 10.1109/jiot.2019.2951007
Abstract: To improve mobile users’ quality-of-experience (QoE) in the mobile cyber-physical system (MCPS), caching layered-coding contents on edge nodes that are close to mobile users has been advocated as a promising solution, which can efficiently lower… read more here.
Keywords: edge nodes; caching scheme; edge caching; mobile users ... See more keywords
Collaborative Online Edge Caching With Bayesian Clustering in Wireless Networks
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DOI: 10.1109/jiot.2019.2956554
Abstract: In this article, we study the edge caching problem by considering the heterogeneous context with unknown users’ preferences. The cache provider (CP) can personalize the users’ storage based on available data to maximize the overall… read more here.
Keywords: online edge; cache; edge caching; bayesian clustering ... See more keywords
Edge Caching Enhancement for Industrial Internet: A Recommendation-Aided Approach
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DOI: 10.1109/jiot.2022.3143506
Abstract: Edge caching enables low-delay and high-quality data services for the Industrial Internet. However, traditional popularity-based edge caching ignores the diversity and evolution of user interest, especially among user groups, and therefore has the limited quality… read more here.
Keywords: recommendation; industrial internet; interest; approach ... See more keywords
Collaborative Edge Caching and Transcoding for 360° Video Streaming Based on Deep Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3197798
Abstract: 360° video streaming provides an immersive viewing experience, but demands high bitrate transmission with low latency. To accommodate the fluctuating network condition and different user requirements, 360° videos are streamed with different quality versions, which… read more here.
Keywords: video streaming; collaborative edge; 360 video; video ... See more keywords
Asynchronous Federated and Reinforcement Learning for Mobility-Aware Edge Caching in IoV
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DOI: 10.1109/jiot.2023.3349255
Abstract: Edge caching is a promising technology to reduce backhaul strain and content access delay in Internet of Vehicles (IoV). It precaches frequently used contents close to vehicles through intermediate roadside units. Previous edge caching works… read more here.
Keywords: edge; aware edge; reinforcement learning; edge caching ... See more keywords
Delay-Optimized Edge Caching in Integrated Satellite–Terrestrial Networks With Diverse Content Popularity Distribution and User Access Modes
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DOI: 10.1109/jiot.2024.3355139
Abstract: In this article, we investigate delay-optimized edge caching in the integrated satellite–terrestrial network with diverse content popularity distribution and user access modes. Based on the cooperation among the base stations, the satellite and the gateway,… read more here.
Keywords: optimized edge; delay optimized; access; diverse content ... See more keywords
Revenue-Optimal Contract Design for Content Providers in IoT-Edge Caching
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DOI: 10.1109/jiot.2024.3385446
Abstract: Edge caching is crucial in the Internet of Things (IoT) by accelerating content delivery and reducing latency, offering significant advantages. However, inappropriate incentive mechanisms may prevent third-party edge caching nodes from caching data. To address… read more here.
Keywords: content; edge; contract; revenue ... See more keywords