Efficient Cache Consistency Management for Transient IoT Data in Content-Centric Networking

被引:29
|
作者
Feng, Bohao [1 ]
Tian, Aleteng [1 ]
Yu, Shui [2 ]
Li, Jack [3 ]
Zhou, Huachun [1 ]
Zhang, Hongke [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[2] Univ Technol, Sch Comp Sci, Sydney, NSW 2007, Australia
[3] Deakin Univ, Sch Informat Technol, Melbourne, Vic 3125, Australia
基金
中国国家自然科学基金;
关键词
Transient analysis; Internet of Things; Servers; Topology; Data models; Costs; User experience; Cache consistency management; content-centric networking (CCN); named data networking (NDN); transient Internet of Things (IoT) data; INTERNET; EDGE; THINGS; ICN;
D O I
10.1109/JIOT.2022.3163776
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Since Internet of Things (IoT) communications can enjoy many advantages brought by content-centric networking (CCN) in nature, there is an increasing interest on their integration for better information retrieval and distribution. Nevertheless, different from the conventional multimedia traffic of which contents are hardly changed, IoT data are always transient and updated by their producers according to the actual situation. As a result, if without any effective countermeasures, outdated copies are inevitably stored by CCN routers and then distributed to the associated consumers, degrading both caching efficiency and user experience. In fact, most of related policies take little account of information freshness for cached contents, and how to tackle transient IoT data in CCN is still an ignored but crucial issue required for further explorations. Therefore, in this article, we propose an efficient popularity-based cache consistency management scheme, which aims to guarantee freshness of IoT data returned by on-path routers and avoid heavy signalling costs introduced at the same time. Extensive simulations were performed under both real-world scare-free and binary-tree topologies, and corresponding results have proved the efficiency of the proposed scheme in timely evictions of outdated IoT data stored by CCN in-network caching.
引用
收藏
页码:12931 / 12944
页数:14
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