Jun-jie-Huang / awesome-LLM-AIOps
A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operations (AIOps).
☆110Updated last month
Related projects ⓘ
Alternatives and complementary repositories for awesome-LLM-AIOps
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆76Updated 3 months ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆59Updated last week
- ☆35Updated last year
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]☆35Updated 9 months ago
- The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023☆31Updated 5 months ago
- A toolkit for hybrid log parsing☆17Updated last year
- ☆8Updated last year
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆38Updated 9 months ago
- ☆42Updated 2 weeks ago
- ☆29Updated last year
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆192Updated last year
- [ASE'24] Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?☆11Updated last month
- A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).☆210Updated 4 months ago
- ☆22Updated 4 months ago
- Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/☆135Updated 2 years ago
- A toolkit for Light Log Anomaly Detection [ICSE'24]☆16Updated 10 months ago
- Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.☆70Updated last year
- Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021☆75Updated last year
- ☆12Updated last week
- Train Ticket - A Benchmark Microservice System☆18Updated last year
- Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"☆73Updated 2 years ago
- The published dataset of AIOps Challenge 2020☆63Updated last year
- Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)☆20Updated 11 months ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observer…☆102Updated last week
- ☆28Updated last month
- ☆22Updated last year
- The implementation of SwissLog in ISSRE'20 and TDSC'22☆50Updated last year
- [ESEC/FSE'23] Hue: A User-Adaptive Parser for Hybrid Logs☆10Updated last year
- Code for "Pre-training with Contrastive Learning for Unified Log Analytics"☆11Updated 10 months ago
- ☆15Updated 3 years ago