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
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Internet of Things Journal"
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
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
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
Online Resource Allocation, Content Placement and Request Routing for Cost-Efficient Edge Caching in Cloud Radio Access Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2018.2844624
Abstract: In this paper, we advocate edge caching in cloud radio access networks (C-RAN) to facilitate the ever-increasing mobile multimedia services. In our framework, central offices will cooperatively allocate cloud resources to cache popular contents and… read more here.
Keywords: edge caching; content; cloud radio; radio access ... See more keywords
Federated Deep Reinforcement Learning for Recommendation-Enabled Edge Caching in Mobile Edge-Cloud Computing Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2023.3235443
Abstract: To support rapidly increasing services and applications from users, multi-tier computing is emerged as a promising system-level computing architecture by distributing computing/caching/communication/networking capabilities between cloud servers to users, especially deploying edge servers at network edges… read more here.
Keywords: caching mobile; enabled edge; recommendation enabled; edge ... See more keywords
Edge Caching With Transmission Schedule for Multiuser Multirelay Networks
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DOI: 10.1109/lcomm.2018.2799615
Abstract: We propose an edge caching scheme with transmission schedule for multiuser multirelay networks, where the communication from the source to users is assisted by intermediate relays. We assume that each intermediate relay has a capacity-limited… read more here.
Keywords: edge caching; multirelay networks; transmission schedule; schedule multiuser ... See more keywords