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Caching at the Edge with LT Codes [PDF]
2018 IEEE 10th International Symposium on Turbo Codes & Iterative Information Processing (ISTC), 2018 We study the performance of caching schemes based on LT under peeling (iterative) decoding algorithm. We assume that users ask for downloading content to multiple cache-aided transmitters. Transmitters are connected through a backhaul link to a master node while no direct link exists between users and the master node.
Recayte, Estefania +2 more
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On edge caching with secrecy constraints [PDF]
2016 IEEE International Conference on Communications (ICC), 2016 to appear in ICC ...
Gabry F, Bioglio V, Land I
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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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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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Caching at the Edge with Fountain Codes [PDF]
2018 9th Advanced Satellite Multimedia Systems Conference and the 15th Signal Processing for Space Communications Workshop (ASMS/SPSC), 2018 We address the use of linear randon fountain codes caching schemes in a heterogeneous satellite network. We consider a system composed of multiple hubs and a geostationary Earth orbit satellite. Coded content is memorized in hubs' caches in order to serve immediately the user requests and reduce the usage of the satellite backhaul link.
Recayte, Estefania +2 more
openaire +6 more sources
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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Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking, 2018 In recent content delivery mechanisms, popular contents tend to be placed closer to the users for better delivery performance and lower network resource occupation. Caching mechanisms in Content Delivery Networks (CDN), Mobile Edge Clouds (MECs) and fog computing have implemented edge caching paradigm for different application scenarios. However, state-
Yining Hua +2 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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Federated Edge Intelligence and Edge Caching Mechanisms
Information, 2023 Federated learning (FL) has emerged as a promising technique for preserving user privacy and ensuring data security in distributed machine learning contexts, particularly in edge intelligence and edge caching applications. Recognizing the prevalent challenges of imbalanced and noisy data impacting scalability and resilience, our study introduces two ...
Aristeidis Karras +5 more
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Edge caching strategy design and reward contract optimization for uAV-enabled mobile edge networks
EURASIP Journal on Wireless Communications and Networking, 2020 Edge caching is a promising technology to alleviate the burden on backhaul and improve the quality of experience (QoE) of users in unmanned aerial vehicle (UAV)-enabled mobile edge networks, which has played an important role in wireless communication ...
Weidang Lu +3 more
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