AIops智能运维在IT系统中的应用发展

Application development of AIops intelligent operation and maintenance in IT systems

文章探究基于算法的IT运维(AIops)的发展,梳理相关领域的研究成果,包括KPI异常检测、日志异常检测和根因分析,讨论研究重点和智能运维的发展过程中需要思考的问题,涵盖算法落地和未来研究方向。

The paper explores the development of AIops intelligent operation and maintenance,the research results in related fields are sorted out,including KPI anomaly detection,log anomaly detection,and root cause analysis.In addition,research priorities and issues to be considered in the development of intelligent operation and maintenance are discussed,covering aspects such as algorithm landing and future research directions.