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Towards edge-caching for image recognition
2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2017With the available sensors on mobile devices and their improved CPU and storage capability, users expect their devices to recognize the surrounding environment and to provide relevant information and/or content automatically and immediately. For such classes of real-time applications, user perception of performance is key.
Utsav Drolia +4 more
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Predictive caching at the wireless edge using near-zero caches
Proceedings of the Twenty-First International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, 2020In this paper, we study the effect of predictive caching on the delay of wireless networks. We explore the possibility of caching at wireless end-users where caches are typically very small, orders of magnitude smaller than the catalog size. We develop a predictive multicasting and caching scheme, where the Base Station (BS) in a wireless cell ...
Sherif ElAzzouni +3 more
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2020
Understand both uncoded and coded caching techniques in future wireless network design. Expert authors present new techniques that will help you to improve backhaul, load minimization, deployment cost reduction, security, energy efficiency and the quality of the user experience.
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Understand both uncoded and coded caching techniques in future wireless network design. Expert authors present new techniques that will help you to improve backhaul, load minimization, deployment cost reduction, security, energy efficiency and the quality of the user experience.
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Cachier: Edge-Caching for Recognition Applications
2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), 2017Recognition and perception based mobile applications, such as image recognition, are on the rise. These applications recognize the user's surroundings and augment it with information and/or media. These applications are latency-sensitive. They have a soft-realtime nature - late results are potentially meaningless.
Utsav Drolia +4 more
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SAM: Cache space allocation in collaborative edge-caching network
2017 IEEE International Conference on Communications (ICC), 2017Edge caching technique is becoming more and more important in 5G network architecture, which shows great performance in terms of mitigating the backbone network congestion and reducing the delivery latency. The key idea of this technique is to cache popular contents in the small base stations(SBSs) which locate at the edge of the wireless network, and ...
Qinghua Ding, Haitian Pang, Lifeng Sun
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ICE: Intelligent Caching at the Edge
2021 IEEE Global Communications Conference (GLOBECOM), 2021Ting Wang 0001 +5 more
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On energy-efficient caching at the wireless edge
Proceedings of the 1st Workshop on Content Caching and Delivery in Wireless Networks, 2016In this paper we study the problem of content placement for caching at the wireless edge with the goal to maximize the energy efficiency (EE) of heterogeneous wireless networks. We derive the EE performance of an MDS-encoded caching scheme, and we formulate the optimal caching scheme as a convex optimization problem.
Gabry F, Bioglio V, Land I
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IoT-Cache: Caching Transient Data at the IoT Edge
2022 IEEE 47th Conference on Local Computer Networks (LCN), 2022Surabhi Sharma, Sateesh Kumar Peddoju
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Information fusion on delivery: A survey on the roles of mobile edge caching systems
Information Fusion, 2023Hyeonjoon Moon +2 more
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