Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-LLM-AIOps
A list of awesome academic researches and industrial materials about Large Language Model (LLM) and Artificial Intelligence for IT Operations (AIOps).
https://github.com/Jun-jie-Huang/awesome-LLM-AIOps
Last synced: 4 days ago
JSON representation
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1. LLM for Incident Management
- **ICSE-SEIP 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Alert_Aggregation-brown)
- **FSE Industry 2024** - blue) ![](https://img.shields.io/badge/Anomaly_Detection-brown)
- **FSE Industry 2024** - brown)
- **HotNets 2023** - brown) ![](https://img.shields.io/badge/Analysis-green)
- **EMNLP Industry 2023** - blue) ![](https://img.shields.io/badge/Instrcuction_Tuning-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- **ICLR 2024** - Guo/Owl)]. ![](https://img.shields.io/badge/OWL-blue) ![](https://img.shields.io/badge/Instrcuction_Tuning-red) ![](https://img.shields.io/badge/LogAD-brown) ![](https://img.shields.io/badge/Log_Parsing-brown)![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Domain_LLM-green)![](https://img.shields.io/badge/Benchmark-green)
- **ICSE-SEIP 2024** - blue) ![](https://img.shields.io/badge/Finetuning-red)![](https://img.shields.io/badge/Fault_Profiling-brown)
- **SANER 2024** - blue) ![](https://img.shields.io/badge/Data_Synthesis-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- **Preprint 2024**
- **SIGOPS 2024** - blue) ![](https://img.shields.io/badge/Agent-red)![](https://img.shields.io/badge/Mitigation_Generation-brown)
- **VLDB 2024** - GPT)]. ![](https://img.shields.io/badge/D_Bot-blue) ![](https://img.shields.io/badge/Prompting(Tree_of_Thought)-red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/DB_Administor-brown)
- **FSE Industry 2024** - red)![](https://img.shields.io/badge/Root_Cause_Generation-brown)
- **ICSE-SEIP 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Alert_Aggregation-brown)
- **Preprint 2024**
- **SoCC 2024** - green)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Incident_Diagnosis-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Benchmark-brown)
- **ISSRE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Incident_Triage-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting(CoT)-red) ![](https://img.shields.io/badge/Anomaly_Detection-brown)
- **ASE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Fault_Classification-brown)
- **Preprint 2024** - blue)![](https://img.shields.io/badge/Agent-red)![](https://img.shields.io/badge/Fault_Localization-brown)
- **ECAI 2024** - blue) ![](https://img.shields.io/badge/Agent-red)![](https://img.shields.io/badge/Mitigation_Action_Generation-brown)
- **FSE Industry 2024** - red)![](https://img.shields.io/badge/Root_Cause_Generation-brown)
- **FSE Industry 2024** - red)![](https://img.shields.io/badge/Root_Cause_Generation-brown)
- **Preprint 2024** - blue)![](https://img.shields.io/badge/Agent-red)![](https://img.shields.io/badge/Root_Cause_Localization-brown)
- **ESEC/FSE Industry 2023** - blue) ![](https://img.shields.io/badge/Finetuning-red) ![](https://img.shields.io/badge/Outage_Summarization-brown)
- **ICSE 2024** - blue)![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/Diagnosis_Query_Generation-brown)
- **ASE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/Failure_Analysis-brown)
- **ICSE 2023** - red) ![](https://img.shields.io/badge/Root_Cause_Generation-brown)
- **FSE Industry 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/RCA_Confidence_Estimation-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/LLM_Agent-red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/RCA-brown)
- **Preprint 2023** - exam)]. ![](https://img.shields.io/badge/NetEval-blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
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Introduction
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Papers
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LLM Agent
- - red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/RCA_Classification-brown)
- - red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/DB_Administor-brown)
- [pdf - GPT)]
- - red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/RCA-brown)
- **Preprint 2023** - GPT)]. ![](https://img.shields.io/badge/D_Bot-blue) ![](https://img.shields.io/badge/Prompting(Tree_of_Thought)-red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/DB_Administor-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/LLM_Agent-red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/RCA-brown)
- **EuroSys 24** - blue) ![](https://img.shields.io/badge/Prompting(CoT)-red) ![](https://img.shields.io/badge/System-green) ![](https://img.shields.io/badge/RCA_Classification-brown)
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LLM for Incident Management
- - brown)
- **ICSE 2023** - red) ![](https://img.shields.io/badge/Root_Cause_Generation-brown)
- - green)
- - red) ![](https://img.shields.io/badge/Outage_Summarization-brown)
- - red) ![](https://img.shields.io/badge/RCA_Confidence_Estimation-brown)
- **ICSE 2024** - blue)![](https://img.shields.io/badge/Prompting-red)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/RCA_Confidence_Estimation-brown)
- **Preprint 2024** - red)![](https://img.shields.io/badge/Root_Cause_Generation-brown)
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LLM for Log Analysis
- - red) ![](https://img.shields.io/badge/Logging-brown) ![](https://img.shields.io/badge/Analysis-green)
- - red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **ICSE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- - red) ![](https://img.shields.io/badge/LogAD-brown) ![](https://img.shields.io/badge/Log_Parsing-brown)
- - red) ![](https://img.shields.io/badge/LogAD-brown)
- **FSE 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/Cache-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **ASE-NIER 2023** - analytics-chatgpt)]. ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/LogAD-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Logging_Statement_Generation-brown) ![](https://img.shields.io/badge/Analysis-green)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/LogAD-brown) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting(CoT)-red) ![](https://img.shields.io/badge/LogParsing-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting(RAG)-red) ![](https://img.shields.io/badge/LogAD-brown)
- - red) ![](https://img.shields.io/badge/Cache-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
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AIOps Question Answering
- - red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- - red) ![](https://img.shields.io/badge/LogAD-brown) ![](https://img.shields.io/badge/Log_Parsing-brown)![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Domain_LLM-green)![](https://img.shields.io/badge/Benchmark-green)
- [pdf - Guo/Owl)]
- - red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- - red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- **Preprint 2023** - exam)]. ![](https://img.shields.io/badge/NetEval-blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/QuestionAnswering-brown) ![](https://img.shields.io/badge/Benchmark-green)
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2. LLM for Log Analysis
- **ICSE 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/Cache-red) ![](https://img.shields.io/badge/Logging_Statement_Generation-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting(RAG)-red) ![](https://img.shields.io/badge/LogAD-brown)
- **ISSTA 2024** - blue) ![](https://img.shields.io/badge/Benchmark-green)![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2024** - red) ![](https://img.shields.io/badge/LogAD-brown)
- **ICSE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/Finetuning-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **FSE 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/Logging_Statement_Generation-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/LRU-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2024** - blue) ![](https://img.shields.io/badge/Prompting-red)![](https://img.shields.io/badge/Log_Parsing-brown)
- **ASE-NIER 2023** - analytics-chatgpt)]. ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **ICSE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **FSE 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/Cache-red) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **ICPC 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/LogAD-brown) ![](https://img.shields.io/badge/Log_Parsing-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/LogAD-brown)
- **Preprint 2023** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/LogAD-brown)
- **FSE 2024** - blue) ![](https://img.shields.io/badge/Prompting(ICL)-red) ![](https://img.shields.io/badge/Logging_Statement_Generation-brown)
- **TSE 2024** - blue) ![](https://img.shields.io/badge/Prompting-red) ![](https://img.shields.io/badge/Logging_Statement_Generation-brown) ![](https://img.shields.io/badge/Analysis-green)