Performance Measurement Through Caching in Named Data Networking Based Internet of Things

被引:5
作者
Meng, Yahui [1 ,2 ]
Ahmad, Amran Bin [2 ]
机构
[1] Guangdong Univ Petrochem Technol, Sch Sci, Maoming 525000, Peoples R China
[2] Univ Utara Malaysia UUM, Sch Comp SOC, InterNetworks Res Lab, Sintok 06010, Malaysia
关键词
Named data networking; Internet of Things; caching; INFORMATION-CENTRIC NETWORKING;
D O I
10.1109/ACCESS.2023.3290312
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Named Data Networking (NDN) is considered the future of Internet architecture, providing a realistic solution for data delivery using a caching module in an Internet of Things (IoT) based environment. However, a major challenge of the caching module is data redundancy, which decreases the overall caching performance by caching similar data at numerous locations in an NDN-based IoT scenario. Moreover, the latency and stretch are maximized due to high redundant caching operations. Several attempts have been made by the research community to provide an enhanced solution to overcome such issues. However, the caching module still requires efficient enhancement. This study provides critical insights into earlier caching strategies. To solve the problems of these caching strategies, an enhanced caching strategy is proposed, named Priority-based Content Popularity-Aware (PCPA) Caching Strategy, which is evaluated by comparing its performance with some of the novel NDN-based IoT caching strategies. The proposed caching strategy outperforms the comparing strategies in terms of latency, hop count, cache hit ratio and energy consumption.
引用
收藏
页码:120569 / 120584
页数:16
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