OpsPAI / awesome-AIOps
A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
☆243Updated last month
Alternatives and similar repositories for awesome-AIOps:
Users that are interested in awesome-AIOps are comparing it to the libraries listed below
- A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operat…☆182Updated 3 weeks ago
- Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/☆138Updated 2 years ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observer…☆114Updated 3 months ago
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆213Updated last year
- Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021☆84Updated last year
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆58Updated 2 months ago
- The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023☆44Updated 9 months ago
- Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"☆77Updated 2 years ago
- [ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065☆36Updated this week
- Causal Inference-based Root Cause Analysis☆84Updated 2 years ago
- The published dataset of AIOps Challenge 2020☆65Updated 2 years ago
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆102Updated 7 months ago
- ☆33Updated 3 years ago
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]