基于ndn的物联网网络边缘动态集群协同缓存管理

IF 6.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Muhammad Ali Naeem , Ali Kashif Bashir , Yahui Meng
{"title":"基于ndn的物联网网络边缘动态集群协同缓存管理","authors":"Muhammad Ali Naeem ,&nbsp;Ali Kashif Bashir ,&nbsp;Yahui Meng","doi":"10.1016/j.aej.2025.03.131","DOIUrl":null,"url":null,"abstract":"<div><div>The Named Data Networking (NDN) has been postulated as a new paradigm for the Internet of Things (IoT). It utilizes its data-centric networking model where content is acquired by name instead of position. Meanwhile, in NDN networks, caching is included in the nodes for temporary storing or user request responses. However, nodes in IoT networks have small cache storage compared to the huge amount of content transmitted, which poses challenges in efficiency. This work introduces a new caching policy for NDN-IoT systems called Dynamic Clustering-based Cooperative Caching (DCCC). DCCC determines and stores the content hitting rates concerning the user desires, dynamic threshold, and dissemination of cooperation with inter-node adaptive clusters. In detail, the results from growing numbers of simulations show that DCCC achieves better outcomes than prior caching schemes in average cache hits per node, hops reduction per node, and the delay of content delivery.</div></div>","PeriodicalId":7484,"journal":{"name":"alexandria engineering journal","volume":"125 ","pages":"Pages 297-310"},"PeriodicalIF":6.2000,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamic cluster-based cooperative cache management at the network edges in NDN-based Internet of Things\",\"authors\":\"Muhammad Ali Naeem ,&nbsp;Ali Kashif Bashir ,&nbsp;Yahui Meng\",\"doi\":\"10.1016/j.aej.2025.03.131\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The Named Data Networking (NDN) has been postulated as a new paradigm for the Internet of Things (IoT). It utilizes its data-centric networking model where content is acquired by name instead of position. Meanwhile, in NDN networks, caching is included in the nodes for temporary storing or user request responses. However, nodes in IoT networks have small cache storage compared to the huge amount of content transmitted, which poses challenges in efficiency. This work introduces a new caching policy for NDN-IoT systems called Dynamic Clustering-based Cooperative Caching (DCCC). DCCC determines and stores the content hitting rates concerning the user desires, dynamic threshold, and dissemination of cooperation with inter-node adaptive clusters. In detail, the results from growing numbers of simulations show that DCCC achieves better outcomes than prior caching schemes in average cache hits per node, hops reduction per node, and the delay of content delivery.</div></div>\",\"PeriodicalId\":7484,\"journal\":{\"name\":\"alexandria engineering journal\",\"volume\":\"125 \",\"pages\":\"Pages 297-310\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-04-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"alexandria engineering journal\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1110016825004405\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"alexandria engineering journal","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1110016825004405","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

命名数据网络(NDN)被认为是物联网(IoT)的新范式。它利用以数据为中心的网络模型,根据名称而不是位置获取内容。同时,在NDN网络中,节点中包含缓存,用于临时存储或用户请求响应。然而,与传输的大量内容相比,物联网网络中的节点具有较小的缓存存储,这对效率提出了挑战。这项工作为NDN-IoT系统引入了一种新的缓存策略,称为基于动态集群的协同缓存(DCCC)。DCCC通过节点间自适应聚类确定并存储与用户需求、动态阈值和合作传播相关的内容命中率。详细地说,越来越多的模拟结果表明,在每个节点的平均缓存命中数、每个节点的跳数减少和内容交付延迟方面,DCCC比以前的缓存方案取得了更好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic cluster-based cooperative cache management at the network edges in NDN-based Internet of Things
The Named Data Networking (NDN) has been postulated as a new paradigm for the Internet of Things (IoT). It utilizes its data-centric networking model where content is acquired by name instead of position. Meanwhile, in NDN networks, caching is included in the nodes for temporary storing or user request responses. However, nodes in IoT networks have small cache storage compared to the huge amount of content transmitted, which poses challenges in efficiency. This work introduces a new caching policy for NDN-IoT systems called Dynamic Clustering-based Cooperative Caching (DCCC). DCCC determines and stores the content hitting rates concerning the user desires, dynamic threshold, and dissemination of cooperation with inter-node adaptive clusters. In detail, the results from growing numbers of simulations show that DCCC achieves better outcomes than prior caching schemes in average cache hits per node, hops reduction per node, and the delay of content delivery.
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
alexandria engineering journal
alexandria engineering journal Engineering-General Engineering
CiteScore
11.20
自引率
4.40%
发文量
1015
审稿时长
43 days
期刊介绍: Alexandria Engineering Journal is an international journal devoted to publishing high quality papers in the field of engineering and applied science. Alexandria Engineering Journal is cited in the Engineering Information Services (EIS) and the Chemical Abstracts (CA). The papers published in Alexandria Engineering Journal are grouped into five sections, according to the following classification: • Mechanical, Production, Marine and Textile Engineering • Electrical Engineering, Computer Science and Nuclear Engineering • Civil and Architecture Engineering • Chemical Engineering and Applied Sciences • Environmental Engineering
×
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