Results 1 to 10 of about 3,766 (244)
QoS Improvement Using In-Network Caching Based on Clustering and Popularity Heuristics in CCN [PDF]
Sensors, 2021 Content-Centric Networking (CCN) has emerged as a potential Internet architecture that supports name-based content retrieval mechanism in contrast to the current host location-oriented IP architecture.
Sumit Kumar +2 more
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A Graph Neural Network Approach for Caching Performance Optimization in NDN Networks
IEEE Access, 2022 Named Data Networking (NDN) is a new architecture with in-network caching ability. NDN nodes can cache data packets in their cache store to satisfy further requests. Accurately caching popular content across the network is essential for NDN to reduce the
Jiacheng Hou +3 more
doaj +3 more sources
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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Combination Network with Multiaccess Caching. [PDF]
Entropy (Basel)In the traditional (H,r,M,N) combination network, a central server storing N files communicates with K=(Hr) users through H cache-less relays. Each user has a local cache of size M files and is connected to a distinct subset of r relays. This paper studies the (H,r,L,Λ,M,N) combination network with multi-access caching, where Λ cache nodes (each of ...
Zheng B, Huang Y, Wu D.
europepmc +3 more sources
Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach
IEEE Access, 2017 Content caching at base stations is a promising solution to address the large demands for mobile data services over cellular networks. Content caching is a challenging problem as it requires predicting the future popularity of the content and the ...
S. M. Shahrear Tanzil +2 more
doaj +3 more sources
An Approximation Algorithm for Joint Caching and Recommendations in Cache Networks [PDF]
IEEE Transactions on Network and Service Management, 2022 Streaming platforms, like Netflix and YouTube, strive to offer high streaming quality (SQ), in terms of bitrate, delays, etc., to their users. Meanwhile, a significant share of content consumption of these platforms is heavily influenced by recommendations.
Dimitra Tsigkari +1 more
openaire +2 more sources
In-network caching in information-centric networks for different applications: A survey
Cogent Engineering, 2023 Information-Centric Networks (ICNs) have become a promising paradigm for the future Internet instead of host-based communication. In this network, content-oriented data and in-network caching are two key properties, which have brought tremendous benefits
Dong Doan Van, Qingsong Ai
doaj +1 more source
In-Network Caching for the Green Internet of Things
IEEE Access, 2021 By caching multiple copies of the sensed data and suppressing repeated content deliveries from the sensor nodes, the in-network caching exhibits strong potentials to reduce energy consumption and avoid service loss in the Internet of Things (IoT).
Yuan Ren +3 more
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Information Resilience in a Network of Caches With Perturbations
IEEE Access, 2021 Caching in a network of caches has been widely investigated for improving information/content delivery efficiency (e.g., for reducing content delivery latency, server load and bandwidth utilization).
Dehao Wu, Wei Koong Chai
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Caching in Wireless Networks [PDF]
IEEE Transactions on Information Theory, 2009 We consider the problem of delivering content cached in a wireless network of n nodes randomly located on a square of area n. The network performance is described by the n2^n-dimensional caching capacity region of the wireless network. We provide an inner bound on this caching capacity region, and, in the high path-loss regime, a matching (in the ...
Urs Niesen +2 more
openaire +4 more sources