With the booming development of the Internet of Things,this paper delves into communication data analysis and real-time decision support in the Internet of Things environment.First,the application of sensor technology and the role of edge computing in data acquisition are discussed in detail from the perspective of data acquisition and preprocessing.Secondly,real-time data analysis algorithms were emphasized,including streaming data processing techniques and real-time data mining algorithms,and the application of machine learning in communication data analysis was deeply studied.Finally,focus on the design of real-time decision support systems,including system architecture,data security,and privacy protection.Overall,this article provides a comprehensive theoretical foundation and practical guidance for building an intelligent and efficient Internet of Things communication data analysis and decision support system.
关键词
物联网/通信数据分析/实时决策支持/数据采集/机器学习
Key words
Internet of Things/communication data analysis/real time decision support/data collection/machine learning
维普
万方数据