{"title":"Research on Test Data Generation Method of IOT Management Platform Based on Ant Colony Algorithm","authors":"Ning Zhang, Fangjian Shang, Xin Li, Wenjun Zhu","doi":"10.1109/ICTech55460.2022.00042","DOIUrl":null,"url":null,"abstract":"At present, the application of artificial intelligence technology to test data generation has become one of the research hotspots. However, its research method is not suitable for the field of electric power Internet of Things. This paper analyzes the specific functions of the unified IOT management platform in the power IOT, and applies ant colony algorithm to realize the automatic generation of test data. so as to solve the problems of time-consuming and nonstandard manual data compilation by users and improve the test efficiency of the system.","PeriodicalId":290836,"journal":{"name":"2022 11th International Conference of Information and Communication Technology (ICTech))","volume":"213 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 11th International Conference of Information and Communication Technology (ICTech))","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICTech55460.2022.00042","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
At present, the application of artificial intelligence technology to test data generation has become one of the research hotspots. However, its research method is not suitable for the field of electric power Internet of Things. This paper analyzes the specific functions of the unified IOT management platform in the power IOT, and applies ant colony algorithm to realize the automatic generation of test data. so as to solve the problems of time-consuming and nonstandard manual data compilation by users and improve the test efficiency of the system.
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