Research on Data Cleaning Technology of Distribution Electrical Communication Network
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Qin XiaoYang, Liu Yan, Wang Lei, Wu Lijie
After the distribution electrical communication network information construction in recent years, a large amount of raw data has been accumulated, including equipment alarm, performance and configuration data, operation and maintenance data and professional management data. The smart device resource can obtain relevant data through the manufacturer network management interface to ensure the accuracy, reliability and integrity of the smart device resource data; but the dummy resource (dummy resource device and dummy resource connection) is an integral part of big data analysis ,"Dumb resources" do not open, big data analysis is difficult. This paper studies the key technologies of data cleaning in the communication network to realize the data and related data cleaning of the terminal communication access network, improve the accuracy, reliability and integrity of the data, improve the quality of the data collection, and meet the needs of data analysis.
Distribution Electrical Communication Network, Big Data Analysis, Data Cleaning Technology