Awesome resources for failure diagnosis research.
β68Apr 26, 2026Updated 5 months ago
Alternatives and similar repositories for awesome-failure-diagnosis
Users that are interested in awesome-failure-diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TVDiag: A Task-oriented and View-invariant Failure Diagnosis Framework with Multimodal Dataβ18Apr 28, 2025Updated last year
- [FSE'24 - π Best Artifact Award] BARO: Robust Root Cause Analysis for Time Series Data.β72Mar 10, 2026Updated 7 months ago
- [FSE'26, WWW'25, ASE'24] RCAEval: A Benchmark for Root Cause Analysis.β240Sep 29, 2026Updated 2 weeks ago
- Root Cause Discovery: Root Cause Analysis of Failures in Microservices through Causal Discoveryβ71Apr 26, 2024Updated 2 years ago
- Multi-agent system for resolving Site Reliability Engineering tasks.β31Oct 23, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- β41Oct 25, 2023Updated 2 years ago
- Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paperβ36Oct 6, 2025Updated last year
- β41May 2, 2023Updated 3 years ago
- A full implementation of Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data published at ICSE 2023β16Dec 5, 2024Updated last year
- A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operatβ¦β673Aug 29, 2026Updated last month
- β40Jun 19, 2025Updated last year
- β24Nov 14, 2024Updated last year
- Defect Library for LLM-enabled Softwareβ26Dec 31, 2025Updated 9 months ago
- A machine learning project for classifying bearing faults using the CWRU dataset, with models built using Python and various ML techniqueβ¦β17Jul 7, 2025Updated last year
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A benchmark microservice system with 22 replicated fault from industry survey.β39Dec 27, 2018Updated 7 years ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observerβ¦β128Dec 23, 2024Updated last year
- The source code for "Unsupervised Anomaly Detection on Microservice Traces through Graph VAE" in WWW2023.β27May 2, 2023Updated 3 years ago
- β15Feb 26, 2022Updated 4 years ago
- [ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?β432Jul 25, 2026Updated 2 months ago
- β66Feb 9, 2023Updated 3 years ago
- Automated CloudFormation drift remediation using Import functionalityβ28Feb 23, 2022Updated 4 years ago
- β13Jul 9, 2024Updated 2 years ago
- β22Nov 26, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- β14May 24, 2025Updated last year
- [ASE 2025 NIER] An LLM-based system that fully automates Chaos Engineeringβ31Apr 6, 2026Updated 6 months ago
- β25Nov 11, 2025Updated 11 months ago
- A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).β330Feb 12, 2025Updated last year
- β18Apr 20, 2024Updated 2 years ago
- β17Jan 12, 2024Updated 2 years ago
- The supplementary material for the paper "Fine-tuning Large Language Models to Improve Accuracy and Comprehensibility of Automated Code Rβ¦β16Aug 12, 2024Updated 2 years ago
- [EMNLP 2024 (Findings)] mABC: multi-Agent Blockchain-inspired Collaboration for root cause analysis in micro-services architectureβ78Aug 4, 2026Updated 2 months ago
- DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learningβ14Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A holistic framework to enable the design, development, and evaluation of autonomous AIOps agents.β1,003Oct 1, 2026Updated last week
- β43Jan 5, 2026Updated 9 months ago
- A collection of publications that works on code models but beyond focusing on the accuracies.β12Jun 30, 2023Updated 3 years ago
- β64Feb 7, 2023Updated 3 years ago
- Starter repository to play with Spacelift + Terragruntβ14Mar 2, 2022Updated 4 years ago
- Codebase of paper "DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous Driviβ¦β14Nov 2, 2022Updated 3 years ago
- β33Updated this week