Mobility-Aware Proactive Edge Caching Optimization Scheme in Information-Centric IoV Networks [PDF]
Sensors, 2022 Edge caching is a promising approach to alleviate the burden on the backhaul of network links. It has a significant role in the Internet of Vehicle (IoV) networks performance by providing cached data at the edge and reduce the burden of the core network ...
Salahadin Seid Musa +3 more
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A Comprehensive Review on Edge Caching from the Perspective of Total Process: Placement, Policy and Delivery [PDF]
Sensors, 2021 With the explosive growth of smart devices and mobile applications, mobile core networks face the challenge of exponential growth in traffic and computing demand. Edge caching is one of the most promising solutions to the problem.
Honghai Wu +4 more
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Content-Centric Mobile Edge Caching [PDF]
IEEE Access, 2020 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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Dynamic edge-caching through content popularity and crowd prediction for short video services [PDF]
Scientific ReportsWith 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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Diversified caching algorithm with cooperation between edge servers [PDF]
PeerJ Computer ScienceEdge computing makes up for the high latency of the central cloud network by deploying server resources in close proximity to users. The storage and other resources configured by edge servers are limited, and a reasonable cache replacement strategy is ...
Yongxuan Sang +3 more
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Request pattern change-based cache pollution attack detection and defense in edge computing
Digital Communications and Networks, 2023 Through caching popular contents at the network edge, wireless edge caching can greatly reduce both the content request latency at mobile devices and the traffic burden at the core network.
Junwei Wang +5 more
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Delay-aware distributed program caching for IoT-edge networks
PLoS ONE, 2022 Edge computing is a novel network architecture that is in proximity to the end devices in an Internet of Things (IoT). As the IoT becoming a major factor in our daily life, provisioning a low response time of the services to IoT users through edge ...
Chang Kyung Kim +5 more
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Path Segmentation-Based Hybrid Caching in Information-Centric Networks
Future Internet, 2021 Information-centric networks (ICNs) have received wide interest from researchers, and in-network caching is an important characteristic of ICN. The management and placement of contents are essential due to cache nodes’ limited cache space and the huge ...
Wei Li, Peng Sun, Rui Han
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Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach
IEEE Access, 2020 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 data traffic, with Quality of ...
Yuming Zhang +6 more
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A Survey of Deep Learning for Data Caching in Edge Network
Informatics, 2020 The concept of edge caching provision in emerging 5G and beyond mobile networks is a promising method to deal both with the traffic congestion problem in the core network, as well as reducing latency to access popular content.
Yantong Wang, Vasilis Friderikos
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