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A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network

Content caching at the base station of the Radio Access Network (RAN) is a way to reduce backhaul transmission and improve the quality of experience. So it is crucial to manage such massive microcaches to store the contents in a coordinated manner, in order to increase the overall mobile network cap...

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Detalles Bibliográficos
Autores principales: Li, Yang, Xu, Yuemei, Lin, Tao, Wang, Xiaohui, Ci, Song
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3891227/
https://www.ncbi.nlm.nih.gov/pubmed/24459440
http://dx.doi.org/10.1155/2013/654536
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author Li, Yang
Xu, Yuemei
Lin, Tao
Wang, Xiaohui
Ci, Song
author_facet Li, Yang
Xu, Yuemei
Lin, Tao
Wang, Xiaohui
Ci, Song
author_sort Li, Yang
collection PubMed
description Content caching at the base station of the Radio Access Network (RAN) is a way to reduce backhaul transmission and improve the quality of experience. So it is crucial to manage such massive microcaches to store the contents in a coordinated manner, in order to increase the overall mobile network capacity to support more number of requests. We achieve this goal in this paper with a novel caching scheme, which reduces the repeating traffic by request filtration and asynchronous multicast in a RAN. Request filtration can make the best use of the limited bandwidth and in turn ensure the good performance of the coordinated caching. Moreover, the storage at the mobile devices is also considered to be used to further reduce the backhaul traffic and improve the users' experience. In addition, we drive the optimal cache division in this paper with the aim of reducing the average latency user perceived. The simulation results show that the proposed scheme outperforms existing algorithms.
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spelling pubmed-38912272014-01-23 A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network Li, Yang Xu, Yuemei Lin, Tao Wang, Xiaohui Ci, Song ScientificWorldJournal Research Article Content caching at the base station of the Radio Access Network (RAN) is a way to reduce backhaul transmission and improve the quality of experience. So it is crucial to manage such massive microcaches to store the contents in a coordinated manner, in order to increase the overall mobile network capacity to support more number of requests. We achieve this goal in this paper with a novel caching scheme, which reduces the repeating traffic by request filtration and asynchronous multicast in a RAN. Request filtration can make the best use of the limited bandwidth and in turn ensure the good performance of the coordinated caching. Moreover, the storage at the mobile devices is also considered to be used to further reduce the backhaul traffic and improve the users' experience. In addition, we drive the optimal cache division in this paper with the aim of reducing the average latency user perceived. The simulation results show that the proposed scheme outperforms existing algorithms. Hindawi Publishing Corporation 2013-12-29 /pmc/articles/PMC3891227/ /pubmed/24459440 http://dx.doi.org/10.1155/2013/654536 Text en Copyright © 2013 Yang Li et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Yang
Xu, Yuemei
Lin, Tao
Wang, Xiaohui
Ci, Song
A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title_full A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title_fullStr A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title_full_unstemmed A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title_short A Novel Coordinated Edge Caching with Request Filtration in Radio Access Network
title_sort novel coordinated edge caching with request filtration in radio access network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3891227/
https://www.ncbi.nlm.nih.gov/pubmed/24459440
http://dx.doi.org/10.1155/2013/654536
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