覆盖D2D通信下考虑模式选择和用户偏好的最优内容缓存策略

Yue Wang, Guangsheng Feng, Junyu Lin, Haibin Lv, Jiayu Sun, Huiqiang Wang, Zihan Gao
{"title":"覆盖D2D通信下考虑模式选择和用户偏好的最优内容缓存策略","authors":"Yue Wang, Guangsheng Feng, Junyu Lin, Haibin Lv, Jiayu Sun, Huiqiang Wang, Zihan Gao","doi":"10.1109/MSN.2018.00035","DOIUrl":null,"url":null,"abstract":"The rapid growth of user demand for mobile data traffic, especially video streaming, places a serious burden on base stations. Cache-enabled D2D communication has emerged as a promising paradigm to offload cellular traffic, in which contents are cached at user devices and then shared among neighbors via D2D communications. It is a key step to optimize the content caching policy in the cache-enabled D2D-assisted offloading. To maximize D2D offloading probability, we propose an optimal content caching policy to cache valuable contents by considering both the mode selection and user preference of neighbors. Then we use a dual simplex method to solve the maximum D2D offloading probability problem. Comparing with existing schemes, the simulation results prove the advantage of our proposed scheme in the improvement of D2D offloading performance.","PeriodicalId":264541,"journal":{"name":"2018 14th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Optimal Content Caching Policy Considering Mode Selection and User Preference under Overlay D2D Communications\",\"authors\":\"Yue Wang, Guangsheng Feng, Junyu Lin, Haibin Lv, Jiayu Sun, Huiqiang Wang, Zihan Gao\",\"doi\":\"10.1109/MSN.2018.00035\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rapid growth of user demand for mobile data traffic, especially video streaming, places a serious burden on base stations. Cache-enabled D2D communication has emerged as a promising paradigm to offload cellular traffic, in which contents are cached at user devices and then shared among neighbors via D2D communications. It is a key step to optimize the content caching policy in the cache-enabled D2D-assisted offloading. To maximize D2D offloading probability, we propose an optimal content caching policy to cache valuable contents by considering both the mode selection and user preference of neighbors. Then we use a dual simplex method to solve the maximum D2D offloading probability problem. Comparing with existing schemes, the simulation results prove the advantage of our proposed scheme in the improvement of D2D offloading performance.\",\"PeriodicalId\":264541,\"journal\":{\"name\":\"2018 14th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 14th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MSN.2018.00035\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 14th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MSN.2018.00035","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

用户对移动数据流量尤其是视频流需求的快速增长,给基站带来了沉重的负担。支持缓存的D2D通信已经成为一种很有前途的范例,用于卸载蜂窝通信,其中内容缓存在用户设备上,然后通过D2D通信在邻居之间共享。在启用缓存的d2d辅助卸载中,优化内容缓存策略是一个关键步骤。为了最大化D2D卸载概率,我们提出了一种优化的内容缓存策略,通过考虑邻居的模式选择和用户偏好来缓存有价值的内容。然后用对偶单纯形方法求解最大D2D卸载概率问题。通过与现有方案的比较,仿真结果证明了该方案在提高D2D卸载性能方面的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Content Caching Policy Considering Mode Selection and User Preference under Overlay D2D Communications
The rapid growth of user demand for mobile data traffic, especially video streaming, places a serious burden on base stations. Cache-enabled D2D communication has emerged as a promising paradigm to offload cellular traffic, in which contents are cached at user devices and then shared among neighbors via D2D communications. It is a key step to optimize the content caching policy in the cache-enabled D2D-assisted offloading. To maximize D2D offloading probability, we propose an optimal content caching policy to cache valuable contents by considering both the mode selection and user preference of neighbors. Then we use a dual simplex method to solve the maximum D2D offloading probability problem. Comparing with existing schemes, the simulation results prove the advantage of our proposed scheme in the improvement of D2D offloading performance.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信