{"title":"基于Hadoop平台的大数据框架应用最新进展","authors":"Xiao Zhang, H. Xu, Haiquan Wang, Xu Chen","doi":"10.1145/3448748.3448782","DOIUrl":null,"url":null,"abstract":"Data mining plays an important role in all kinds of practical applications in modern society. In recent years, with the exponential growth trend of data produced and accumulated in various industries, data mining has attracted the attention of many researchers. Hadoop distributed software framework is the most commonly used framework to build cloud platform. This paper introduces the latest progress of parallel data mining applications in Hadoop platform, such as book management, cloud computing, industry, scientific research and water treatment, traffic management and other practical applications such as daily life management.","PeriodicalId":115821,"journal":{"name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Recent advances on the application of big data framework based on Hadoop platform\",\"authors\":\"Xiao Zhang, H. Xu, Haiquan Wang, Xu Chen\",\"doi\":\"10.1145/3448748.3448782\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Data mining plays an important role in all kinds of practical applications in modern society. In recent years, with the exponential growth trend of data produced and accumulated in various industries, data mining has attracted the attention of many researchers. Hadoop distributed software framework is the most commonly used framework to build cloud platform. This paper introduces the latest progress of parallel data mining applications in Hadoop platform, such as book management, cloud computing, industry, scientific research and water treatment, traffic management and other practical applications such as daily life management.\",\"PeriodicalId\":115821,\"journal\":{\"name\":\"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3448748.3448782\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3448748.3448782","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Recent advances on the application of big data framework based on Hadoop platform
Data mining plays an important role in all kinds of practical applications in modern society. In recent years, with the exponential growth trend of data produced and accumulated in various industries, data mining has attracted the attention of many researchers. Hadoop distributed software framework is the most commonly used framework to build cloud platform. This paper introduces the latest progress of parallel data mining applications in Hadoop platform, such as book management, cloud computing, industry, scientific research and water treatment, traffic management and other practical applications such as daily life management.