Search Engine for Heterogeneous Internet of Things Systems and Optimization

被引:3
作者
Qian, Cheng [1 ]
Gao, Weichao [1 ]
Hatcher, William G. [1 ]
Liao, Weixian [1 ]
Lu, Chao [1 ]
Yu, Wei [1 ]
机构
[1] Towson Univ, Dept Comp & Informat Sci, Towson, MD 21252 USA
来源
2020 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/CBDCOM/CYBERSCITECH) | 2020年
基金
美国国家科学基金会;
关键词
Internet of Things; search engine; architecture; optimization; CoAP;
D O I
10.1109/DASC-PICom-CBDCom-CyberSciTech49142.2020.00089
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) now thoroughly suffuses our world, building on network communication and software technologies to increasingly interconnect sensors and actuators for unprecedented data collection. Yet, massively distributed IoT systems may be isolated in traditional intranets, creating unnecessary redundancy between different organizations that fulfill the same functions. To address these issues and develop an IoT Search Engine that can fully cope with the challenges of modern IoT deployment, in this paper we propose an IoT search engine platform using Pythonbased COAP (Constrained Application Protocol) which can discover and subscribe IoT sensors within the coverage of IoT search engine gateways. The search engine can retrieve data from sensors of different IoT systems, which we demonstrate using a traffic dataset to simulate autonomous vehicle queries. Our implementation also includes two designed algorithms to demonstrate mechanisms for data and data optimization.
引用
收藏
页码:475 / 482
页数:8
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