A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
☆307Feb 12, 2025Updated 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:
- Code for ASE'21 paper "AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems"☆15Nov 2, 2021Updated 4 years ago
- A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operat…☆414Feb 21, 2026Updated last month
- Collection of slides, repositories, papers about AIOps☆1,514Mar 17, 2026Updated last week
- ☆37Nov 4, 2022Updated 3 years ago
- AIOps (Papers, Tutorials, and Datasets)☆14Feb 8, 2021Updated 5 years ago
- ☆20Oct 25, 2023Updated 2 years ago
- AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star☆1,728May 27, 2024Updated last year
- MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection☆130Dec 18, 2024Updated last year
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆42Feb 20, 2024Updated 2 years ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observer…☆127Dec 23, 2024Updated last year
- A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps☆789Dec 31, 2023Updated 2 years ago
- Cloud incidents/failures related work.☆19Jan 7, 2025Updated last year
- A curated list of awesome resources regarding machine learning reliability.☆31Apr 26, 2021Updated 4 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆216Sep 27, 2024Updated last year
- Awesome resources for failure diagnosis research.☆58Mar 2, 2026Updated 3 weeks ago
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆268Jun 16, 2023Updated 2 years ago
- An optimized log compression tool via iterative clustering [ASE'19]☆61Oct 29, 2019Updated 6 years ago
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 2 years ago
- IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder☆53Jul 25, 2024Updated last year
- A framework for easy running and evaluating your TSAD algorithm.☆123May 12, 2025Updated 10 months ago
- 【KDD2021】"HALO: Hierarchy-aware Fault Localization for Cloud Systems" code reproduction☆10Aug 23, 2021Updated 4 years ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆72Sep 10, 2025Updated 6 months ago
- Brain: Log Parsing with Bidirectional Parallel Tree☆39Jun 13, 2025Updated 9 months ago
- This is the tool released in ICSE 2022 paper "Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for Python"☆45Oct 19, 2023Updated 2 years ago
- Log-based impactful problem identification using machine learning [FSE'18]☆175Jul 6, 2023Updated 2 years ago
- This repository manifests set which is made to build a prototype system of TraceZip, made by 4 pieces.☆14Jul 17, 2025Updated 8 months ago
- MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments☆39Jan 3, 2022Updated 4 years ago
- ☆12May 14, 2021Updated 4 years ago
- ☆36May 2, 2023Updated 2 years ago
- Official repository of "Root Cause Analysis In Microservice Using Neural Granger Causal Discovery" @ AAAI 2024☆40Jul 15, 2024Updated last year
- KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network☆903Mar 3, 2024Updated 2 years ago
- Self-Supervised Log Parsing Using Semantic Contribution Difference☆21Aug 4, 2023Updated 2 years ago
- CausIL is an approach to estimate the causal graph for a cloud microservice system, where the nodes are the service-specific metrics whil…☆13Jul 3, 2023Updated 2 years ago
- Train Ticket - A Benchmark Microservice System☆873Nov 21, 2025Updated 4 months ago
- ☆16Jun 18, 2021Updated 4 years ago
- A deep learning toolkit for log-based anomaly detection☆264Sep 4, 2023Updated 2 years ago
- A robust streaming log template miner based on the Drain algorithm☆774Feb 4, 2025Updated last year
- ☆40Oct 25, 2023Updated 2 years ago
- Code and data for the paper: Competing Large Language Models in Multi-Agent Gaming Environments☆95Jan 26, 2026Updated last month