{"title":"Research on Hadoop Cloud Computing Model and its Applications","authors":"Huang Lu, Chen Hai-shan, Hu Ting-Ting","doi":"10.1109/ICNDC.2012.22","DOIUrl":null,"url":null,"abstract":"Hadoop is an open-source software platform for distributed computing dealing with a parallel processing of large data sets. It has been widely used in the field of cloud computing. This paper describes the three most crucial parts of Hadoop, including HDFS, the distributed file system, MapReduce, the data processing model, and HBase, the distributed structured data table. The application status, main research directions and existing problems of Hadoop data processing platform are analyzed, and some performance optimization suggestions are given.","PeriodicalId":151593,"journal":{"name":"2012 Third International Conference on Networking and Distributed Computing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"54","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Third International Conference on Networking and Distributed Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNDC.2012.22","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 54
Abstract
Hadoop is an open-source software platform for distributed computing dealing with a parallel processing of large data sets. It has been widely used in the field of cloud computing. This paper describes the three most crucial parts of Hadoop, including HDFS, the distributed file system, MapReduce, the data processing model, and HBase, the distributed structured data table. The application status, main research directions and existing problems of Hadoop data processing platform are analyzed, and some performance optimization suggestions are given.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
