{"title":"Data Management in Machine Learning Systems","authors":"Matthias Boehm, Arun Kumar, Jun Yang","doi":"10.2200/S00895ED1V01Y201901DTM057","DOIUrl":null,"url":null,"abstract":"Abstract Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficie...","PeriodicalId":187413,"journal":{"name":"Synthesis Lectures on Data Management","volume":"43 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"36","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Synthesis Lectures on Data Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2200/S00895ED1V01Y201901DTM057","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 36
Abstract
Abstract Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficie...