xlab-uiuc / AIOpsLabLinks
A holistic framework to enable the design, development, and evaluation of autonomous AIOps agents.
☆12Updated 2 weeks ago
Alternatives and similar repositories for AIOpsLab
Users that are interested in AIOpsLab are comparing it to the libraries listed below
Sorting:
- Cloud incidents/failures related work.☆17Updated 5 months ago
- Code repository for SRE agent as part of ITBench☆12Updated last week
- A series of work towards achieving ACV.☆17Updated 2 months ago
- A Reading List of System Configuration Management☆56Updated 9 months ago
- ☆12Updated 2 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆12Updated last year
- Configuration dependency analysis for cloud software☆23Updated 3 years ago
- [ICSE'25] Aligning the Objective of LLM-based Program Repair☆15Updated 3 months ago
- LEAP is an end-to-end library designed to support social science research by automatically analyzing user-collected unstructured data in …☆15Updated 4 months ago
- Graph based Incident Extraction and Diagnosis in Large-Scale Online Systems (ASE'22)☆9Updated 5 months ago
- A Framework for Automated Validation of Deep Learning Training Tasks☆22Updated this week
- ☆11Updated 4 months ago
- µBench is a tool for benchmarking cloud/edge computing platforms that run microservice applications. The tool creates dummy microservice …☆65Updated 2 weeks ago
- [NeurIPS 24] IaC-Eval: A Code Generation Benchmark for Cloud Infrastructure-as-Code programs☆23Updated 5 months ago
- ☆20Updated 9 months ago
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆39Updated last year
- Predict the performance of LLM inference services☆18Updated last month
- Testing Configuration Changes in Context to Prevent Production Failures☆30Updated last year
- Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)☆21Updated last year
- Expressive, Easy to Build, and High-Performance Application Networks☆17Updated 2 weeks ago
- ☆9Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- This is the repo for remote direct memory introspection.☆21Updated last year
- ☆23Updated 4 years ago
- Zodiac: Unearthing Semantic Checks for Cloud Infrastructure-as-Code Programs, SOSP 2024☆13Updated 6 months ago
- A toolkit for hybrid log parsing☆18Updated last year
- The implementation of multimodal observability data root cause analysis approach Nezha in FSE 2023☆52Updated 2 weeks ago
- [ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?☆78Updated last month
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆174Updated 7 months ago
- ☆21Updated last year