https://scholars.lib.ntu.edu.tw/handle/123456789/576855
標題: | Service-oriented architecture for intelligent management with data analytics and visualization | 作者: | Lin H.-Y Chiu Y.-H Liao W.-C Chang R.-I. RAY-I CHANG |
關鍵字: | Big data; Cloud computing; Data Analytics; Data visualization; Embedded systems; Flow visualization; Information management; Information services; Internet of things; Learning systems; Reusability; Visualization; Composability; Cyber-physical systems (CPS); Different services; Heterogeneous devices; Intelligent management; Intelligent management systems; Internet of thing (IOT); Service platforms; Service oriented architecture (SOA) | 公開日期: | 2019 | 起(迄)頁: | 73-78 | 來源出版物: | Proceedings - 2019 IEEE 12th Conference on Service-Oriented Computing and Applications, SOCA 2019 | 摘要: | Future intelligent management systems compose of heterogeneous devices with lots of applications cooperatively to analyze data. Recent advances in Service-Oriented Architecture (SOA) provide opportunities for solving this challenge with reusability, composability, and abstraction. In this paper, we develop an intelligent management platform using cloud computing and SOA. It provides different service modules to collect, store, analyze, and visualize the Internet of Things (IoT) data to fit Cyber-Physical System (CPS), all these functions are wrapped as RESTful APIs so it can be imported to other applications, making the same service can be reused to meet the requirements of different fields. In addition, an editable dynamic dashboard service is proposed to personalize the management demand in a click-and-drag way. Users can analyze and observe data for intelligent management. Finally, we apply these services to build three different applications to validate the power of our service platform. ? 2019 IEEE. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078827232&doi=10.1109%2fSOCA.2019.00018&partnerID=40&md5=7f206fa28dacc3c208a6fd567949fda6 https://scholars.lib.ntu.edu.tw/handle/123456789/576855 |
DOI: | 10.1109/SOCA.2019.00018 |
顯示於: | 工程科學及海洋工程學系 |
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