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).
☆135Updated 3 weeks ago
Alternatives and similar repositories for awesome-LLM-AIOps:
Users that are interested in awesome-LLM-AIOps are comparing it to the libraries listed below
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆90Updated 5 months ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆59Updated 2 weeks ago
- The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023☆38Updated 7 months ago
- ☆36Updated last year
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]☆39Updated 11 months ago
- A toolkit for hybrid log parsing☆17Updated last year
- A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).☆227Updated last month
- ☆29Updated 6 months ago
- Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021☆79Updated last year
- Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes: https://dreamhomes.top/☆137Updated 2 years ago
- ☆31Updated last year
- [EMNLP 2024 (Findings)] mABC: multi-Agent Blockchain-inspired Collaboration for root cause analysis in micro-services architecture☆36Updated last month
- The implementation of SwissLog in ISSRE'20 and TDSC'22☆50Updated last year
- Code for "Pre-training with Contrastive Learning for Unified Log Analytics"☆13Updated last year
- A benchmark microservice system with 22 replicated fault from industry survey.☆35Updated 6 years ago
- Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.☆73Updated last year
- 2019AIOps: The 2nd match for AIOps☆24Updated 2 years ago
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆204Updated last year
- [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection☆33Updated 8 months ago
- ☆8Updated last year
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆37Updated 11 months ago
- [ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065☆29Updated last week
- Train Ticket - A Benchmark Microservice System☆18Updated last year
- ☆30Updated 4 months ago
- ☆46Updated 2 months ago
- The published dataset of AIOps Challenge 2020☆64Updated 2 years ago
- Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observer…☆106Updated last month
- Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"☆75Updated 2 years ago
- ☆24Updated last year
- Analysis scripts for log data sets used in anomaly detection.☆52Updated 6 months ago