Service-Oriented Architecture for Intelligent Management with Data Analytics and Visualization

Hsuan-Yu Lin, Yu-Hsuan Chiu, W. Liao, Ray-I Chang
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引用次数: 4

Abstract

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.
面向服务的数据分析和可视化智能管理体系结构
未来的智能管理系统是由异构设备和多个应用程序协同分析数据组成的。面向服务的体系结构(SOA)的最新进展为通过可重用性、可组合性和抽象来解决这一挑战提供了机会。本文采用云计算和SOA技术开发了一个智能管理平台。它提供了不同的服务模块来收集、存储、分析和可视化物联网数据,以适应CPS (Cyber-Physical System),所有这些功能都被包装成RESTful api,以便导入到其他应用程序中,使相同的服务可以被重用,以满足不同领域的需求。此外,提出了一种可编辑的动态仪表板服务,以点击拖动的方式个性化管理需求。用户可以对数据进行分析和观察,实现智能管理。最后,我们应用这些服务来构建三个不同的应用程序,以验证我们的服务平台的强大功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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