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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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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. |
format | Online Article Text |
id | pubmed-3891227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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