Implementing a Scalable Data Management System for Collected Data by Smart Meters

F. Farahani, F. Rezaei
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引用次数: 1

Abstract

The Internet of things (IoT) is generating a huge amount of data and big data management is of key importance. One of the important applications of IoT is smart meter networks and one of the key issues in establishing smart meter networks is managing the large volume of data sent by the meters. In this paper, we present a data management system implemented for monitoring and managing the data collected from the smart meters and controlling them in a large-scale network. IoT infrastructure with LPWAN (Low Power Wide Area Network) class is considered in this system. Moreover, two methods are proposed to improve the performance in terms of scalability and response time. It is shown that the implemented data management system using the proposed methods achieves significant performance improvement in large scale networks.
智能电表采集数据的可扩展数据管理系统的实现
物联网(IoT)正在产生大量数据,大数据管理至关重要。物联网的重要应用之一是智能电表网络,建立智能电表网络的关键问题之一是管理电表发送的大量数据。在本文中,我们提出了一个数据管理系统,用于监控和管理从智能电表收集的数据,并在一个大规模的网络中控制它们。该系统考虑了LPWAN(低功率广域网)类物联网基础设施。此外,从可扩展性和响应时间两个方面提出了两种改进性能的方法。结果表明,采用所提方法实现的数据管理系统在大规模网络中取得了显著的性能提升。
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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