A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
☆317Feb 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…☆445Feb 21, 2026Updated 3 months ago
- Collection of slides, repositories, papers about AIOps☆1,533Mar 17, 2026Updated 2 months ago
- AIOps (Papers, Tutorials, and Datasets)☆14Feb 8, 2021Updated 5 years ago
- ☆19Oct 25, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star☆1,744May 27, 2024Updated last year
- MTAD: Tools and Benchmark for Multivariate Time Series Anomaly Detection☆134Dec 18, 2024Updated last year
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆40Feb 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☆793Dec 31, 2023Updated 2 years ago
- Cloud incidents/failures related work.☆20Jan 7, 2025Updated last year
- A curated list of awesome resources regarding machine learning reliability.☆32Apr 26, 2021Updated 5 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆219Sep 27, 2024Updated last year
- Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"☆82Oct 24, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hipster-Shop with OpenTelemetry☆24Oct 28, 2022Updated 3 years ago
- An optimized log compression tool via iterative clustering [ASE'19]☆60Oct 29, 2019Updated 6 years ago
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 2 years 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)☆73Sep 10, 2025Updated 8 months ago
- Brain: Log Parsing with Bidirectional Parallel Tree☆40Jun 13, 2025Updated 11 months 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 10 months ago
- MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments☆39Jan 3, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12May 14, 2021Updated 5 years ago
- ☆37May 2, 2023Updated 3 years ago
- Code and data for the paper: Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans☆121Jan 25, 2026Updated 4 months ago
- Official repository of "Root Cause Analysis In Microservice Using Neural Granger Causal Discovery" @ AAAI 2024☆44Jul 15, 2024Updated last year
- ☆22May 13, 2019Updated 7 years ago
- Self-Supervised Log Parsing Using Semantic Contribution Difference☆21Aug 4, 2023Updated 2 years ago
- Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/☆144Apr 22, 2022Updated 4 years ago
- 2018AIOps: The 1st match for AIOps☆100Aug 8, 2022Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Train Ticket - A Benchmark Microservice System☆883Nov 21, 2025Updated 6 months ago
- ☆16Jun 18, 2021Updated 4 years ago
- A deep learning toolkit for log-based anomaly detection☆264Sep 4, 2023Updated 2 years ago
- ☆15Feb 26, 2022Updated 4 years ago
- A robust streaming log template miner based on the Drain algorithm☆806Feb 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☆98Jan 26, 2026Updated 3 months ago