物联网数据管理平台设计与研究

Design and research of IoT data management platform

为了规范物联网数据的管理,实现物联网数据的聚、通、用,通过重点讨论物联网数据管理的数据流向、核心架构设计,提出了一种基于数据仓库、感知数据库、时序数据库且具备流批一体数据处理框架的物联网数据管理方法,并通过平台化来实现物联网数据的管理。该平台先后在雄安、上海示范应用,不仅统一了数据采集、传输、存储的标准,而且明显减少了数据遗漏的情况,提高了物联网数据管理的效率。

In order to standardize the management of IoT data and realize the aggregation,communication and use of IoT data,by focusing on the data flow and core architecture design of IoT data management,an IoT data management method based on data warehouse,perceptual database,temporal database and with a stream batch integrated data processing framework is proposed.The IoT data management is realized through platform,which has been demonstrated and applied in Xiong'an and Shanghai successively.It not only unifies the standard of data collection,transmission and storage,but also significantly reduces the data omission and improves the efficiency of IoT data management.