在信息技术(IT)和系统管理领域,IT运营分析(IT operations analytics,ITOA)是一种检索、分析和报告IT运营数据的方法或手段。将IT运营分析定义为 "利用数学算法和其他创新,从管理和监控技术收集的海量原始数据中提取有意义的信息。"而運用到人工智能和机器学习的ITOA又被稱為AIOps(Artificial Intelligence for IT Operations)。AIOps這一概念由高德纳於2016年提出。
參考
外部連結
- ITOA Landscape: [http://www.itoa-landscape.org ITOA Landscape]
- International Data Corporation (IDC): [https://web.archive.org/web/20160919104721/http://www.idc.com/getdoc.jsp?containerId=248847 Service Management: Big Data Opportunities Abound for IT Operations Analytics] (May 2014)
- NetworkWorld: [http://www.networkworld.com/article/2451067/big-data-business-intelligence/it-operations-analytics-itoa-provides-real-time-monitoring-of-large.html Understanding big data analytics] (July 7, 2014)
- Enterprise Management Associates (EMA): [http://www.enterprisemanagement.com/research/asset.php/2803/EMA-Research-Report:-The-Many-Faces-of-Advanced-Operations-Analytics The Many Faces of Advanced Operations Analytics] (September 23, 2014)
- ITOperationsAnalytics.net: [http://www.itoperationsanalytics.net/ The Basics of IT Operations Analytics]
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