LiaoWenzhe/Aiops-Learning-Resources
收集AIOPS（智能运维），时间序列，异常检测，关联分析，告警收敛，根因分析，数据挖掘，机器学习，深度学习的学习资源。欢迎star。Collect learning resources for AIOPS (Intelligent Operation and Maintenance), time series, anomaly detection, correlation analysis, alarm convergence, root cause analysis, data mining, machine learning, and deep learning. Welcome star.
This is a curated collection of learning resources for IT Operations professionals looking to apply artificial intelligence (AI) to improve system performance and reliability. It provides links to articles, papers, and practical guides on topics like anomaly detection, alarm correlation, and root cause analysis. Operations engineers, site reliability engineers, and system administrators who want to build or enhance intelligent operation and maintenance (AIOps) systems would find this useful.
213 stars. No commits in the last 6 months.
Use this if you are an IT operations professional or an engineer responsible for system reliability and performance, and you want to leverage AI and machine learning to automate and optimize your operational tasks.
Not ideal if you are looking for ready-to-use software, code, or a structured course rather than a compilation of academic papers and technical articles.
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Jan 08, 2023
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