AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
☆1,731May 27, 2024Updated last year
Alternatives and similar repositories for awesome-AIOps
Users that are interested in awesome-AIOps are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of slides, repositories, papers about AIOps☆1,524Mar 17, 2026Updated last month
- Metis is a learnware platform in the field of AIOps.☆1,751Apr 7, 2023Updated 3 years ago
- The fundamental package for AIops with python.☆395Jun 3, 2020Updated 5 years ago
- WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications☆478Mar 6, 2019Updated 7 years ago
- All things about aiops☆64Apr 30, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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 Mainten…☆214Jan 8, 2023Updated 3 years ago
- A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps☆793Dec 31, 2023Updated 2 years ago
- 基于蒙特卡洛树（MCTS）的多维监控异常根因分析☆136May 24, 2019Updated 6 years ago
- List of tools & datasets for anomaly detection on time-series data.☆3,167Oct 21, 2024Updated last year
- aiops相关算法，包含异常检测、预测、根因分析等☆66Dec 22, 2022Updated 3 years ago
- A machine learning toolkit for log-based anomaly detection [ISSRE'16]☆1,413Apr 24, 2024Updated last year
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆272Jun 16, 2023Updated 2 years ago
- ☆15Apr 14, 2023Updated 3 years ago
- A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).☆310Feb 12, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,246Mar 2, 2026Updated last month
- Cloud Native DataOps & AIOps Platform | 云原生数智运维平台☆1,961Dec 13, 2025Updated 4 months ago
- A Java package to automatically detect anomalies in large scale time-series data☆1,193Nov 14, 2023Updated 2 years ago
- Source code of MicroRCA☆75May 19, 2023Updated 2 years ago
- log anomaly detection toolkit including DeepLog☆455Apr 23, 2020Updated 5 years ago
- 多维监测指标的异常定位比赛☆28Apr 20, 2019Updated 7 years ago
- ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause☆106Jul 17, 2023Updated 2 years ago
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆917Mar 3, 2024Updated 2 years ago
- Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/☆144Apr 22, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SR-CNN☆267Nov 28, 2022Updated 3 years ago
- The Numenta Anomaly Benchmark☆2,084Dec 3, 2024Updated last year
- A machine learning toolkit for log parsing [ICSE'19, DSN'16]☆1,963Jun 10, 2025Updated 10 months ago
- ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks☆281Mar 24, 2023Updated 3 years ago
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,780Apr 13, 2026Updated last week
- 智能运维系统后台-微服务实现,采用Nacos+SpringCloud+SpringGateway+Feign+Prometheus+Metis架构☆38Dec 18, 2023Updated 2 years ago
- Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021☆90Apr 3, 2023Updated 3 years ago
- A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operat…☆430Feb 21, 2026Updated last month
- IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder☆53Jul 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Anomaly Detection and Correlation library☆1,229Aug 22, 2025Updated 7 months ago
- TODS: An Automated Time-series Outlier Detection System☆1,657Sep 11, 2023Updated 2 years ago
- 介绍Liao Wenzhe 的一些主要代表作品,包括AIOPS，异常检测，根因分析，告警降噪，关联分析，数据安全，数据挖掘，机器学习，深度学习，文本匹配，公开演讲，思维方式，学习方法，读书阅读等。欢迎star。 …☆73Nov 19, 2022Updated 3 years ago
- The published dataset of AIOps Challenge 2020☆75Dec 12, 2022Updated 3 years ago
- AIOps (Papers, Tutorials, and Datasets)☆14Feb 8, 2021Updated 5 years ago
- Log-based impactful problem identification using machine learning [FSE'18]☆175Jul 6, 2023Updated 2 years ago
- 2018AIOps: The 1st match for AIOps☆99Aug 8, 2022Updated 3 years ago