现实世界工业环境中的大规模机器学习系统:挑战和解决方案综述

{"title":"现实世界工业环境中的大规模机器学习系统:挑战和解决方案综述","authors":"Lucy Ellen Lwakatare, Aiswarya Raj, I. Crnkovic, J. Bosch, H. H. Olsson","doi":"10.1016/j.infsof.2020.106368","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":133352,"journal":{"name":"Inf. Softw. Technol.","volume":"117 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"56","resultStr":"{\"title\":\"Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions\",\"authors\":\"Lucy Ellen Lwakatare, Aiswarya Raj, I. Crnkovic, J. Bosch, H. H. Olsson\",\"doi\":\"10.1016/j.infsof.2020.106368\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":133352,\"journal\":{\"name\":\"Inf. Softw. Technol.\",\"volume\":\"117 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"56\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Inf. Softw. Technol.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1016/j.infsof.2020.106368\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Inf. Softw. Technol.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.infsof.2020.106368","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}