摘要
物联网感知数据规模大、类型杂、质量低,导致数据难以进行统一管理。为了设计了一种面向物联网应用的通用型大数据平台。首先对现有大数据平台优缺点进行分析,其次根据大数据平台设计理论进行架构和数据流程设计,最后经过设计而得到的通用型大数据平台能够为物联网感知数据提供统一管控。测试分析结果显示,其性能较优。
The large scale,miscellaneous types and low quality of IoT sensing data make it difficult to manage data in a unified manner.Aiming at this problem,a general-purpose big data platform for IoT applications is designed.Firstly,the advantages and disadvantages of the existing big data platform are analyzed.Then,the architecture and data flow are designed according to the design theory of the big data platform.Finally,the general big data platform is designed and implemented,which can provide unified management and control for the sensory data of IoT.The test and analysis results show that its performance is superior.
作者
舒珏淋
曹杨
迟雪
胥月
何加浪
周豪
Shu Juelin;Cao Yang;Chi Xue;Xu Yue;He Jialang;Zhou Hao(CLP Big Data Research Institute Co.,Ltd.,Guiyang,Guizhou 550002,China;Taiji Computer Corporation Limited;CETC Digital Intelligence Technology Co.,Ltd.)
出处
《计算机时代》
2023年第7期127-132,共6页
Computer Era
基金
中国电科集团产业基金(20201108)。
关键词
物联网
感知数据
大数据平台
通用型
Internet of things(IoT)
sensory data
big data platform
general-purpose
