Repositories list

• LatentScope

  Public
  Source Code and Dataset B for KDD 24 Paper "Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space"

  Python

  •

  Apache License 2.0

  •3•2•0•0•Updated Aug 26, 2024Aug 26, 2024

• OpenCompass-OpsQA

  Public
  Python

  •

  Apache License 2.0

  •0•1•0•0•Updated Aug 14, 2024Aug 14, 2024

• OpsEval-Datasets

  Public
  Datasets for OpsEval

  Python

  •

  MIT License

  •4•16•0•0•Updated Aug 5, 2024Aug 5, 2024

• Bagel

  Public
  IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder

  codevaeanomaly-detection+ 4variational-autoencoderkpi-anomaly-detectionrobustieee

  Python

  •19•50•4•1•Updated Jul 25, 2024Jul 25, 2024

• DejaVu-Omni

  Public
  Code and datasets for TOSEM paper "DejaVu-Omni: Actionable, Robust and Interpretable Fault Localization for Recurring Failures in Online Service Systems"

  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Jun 13, 2024Jun 13, 2024

• Chain-of-Event

  Public
  Python

  •1•2•1•0•Updated May 6, 2024May 6, 2024

• KAD-Disformer

  Public
  Python

  •2•3•1•0•Updated Apr 16, 2024Apr 16, 2024

• OmniAnomaly

  Public
  KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

  codedataset

  Python

  •

  MIT License

  •198•739•23•4•Updated Mar 3, 2024Mar 3, 2024

• GTrace

  Public
  Source code for GTrace (ESEC/FSE'23 industry track).

  Python

  •

  MIT License

  •2•5•2•0•Updated Mar 1, 2024Mar 1, 2024

• course.aiops.org

  Public
  HTML

  •0•2•0•0•Updated Feb 21, 2024Feb 21, 2024

• AnoTuner

  Public
  Python

  •0•3•0•0•Updated Oct 25, 2023Oct 25, 2023

• AutoKAD

  Public
  Python

  •2•6•0•0•Updated Aug 20, 2023Aug 20, 2023

• AlertRCA

  Public
  Python

  •0•1•0•0•Updated Aug 1, 2023Aug 1, 2023

• PSqueeze

  Public
  Python

  •

  MIT License

  •3•32•0•0•Updated Jul 21, 2023Jul 21, 2023

• Squeeze

  Public
  ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause

  codedataset

  Python

  •

  MIT License

  •19•97•8•0•Updated Jul 17, 2023Jul 17, 2023

• .github

  Public
  0•0•0•0•Updated Jun 12, 2023Jun 12, 2023

• TraceVAE

  Public
  The source code for "Unsupervised Anomaly Detection on Microservice Traces through Graph VAE" in WWW2023.

  Python

  •4•19•1•0•Updated May 2, 2023May 2, 2023

• TraceRCA

  Public
  Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021

  codedataset

  Python

  •15•75•9•0•Updated Apr 3, 2023Apr 3, 2023

• TraceAnomaly

  Public
  ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

  Python

  •63•316•8•1•Updated Mar 24, 2023Mar 24, 2023

• DOMI_code

  Public
  code for DOMI

  Python

  •2•11•1•2•Updated Mar 24, 2023Mar 24, 2023

• kontrast

  Public
  Python

  •0•9•0•0•Updated Mar 17, 2023Mar 17, 2023

• CIRCA

  Public
  Causal Inference-based Root Cause Analysis

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •12•73•5•0•Updated Feb 13, 2023Feb 13, 2023

• JumpStarter

  Public
  Python

  •

  MIT License

  •6•44•0•1•Updated Jan 11, 2023Jan 11, 2023

• AIOps-Challenge-2020-Data

  Public
  The published dataset of AIOps Challenge 2020

  10•63•7•0•Updated Dec 12, 2022Dec 12, 2022

• LogClass

  Public
  IEEE-TNSM 2021: Anomalous Log Identification and Classification with Partial Labels

  code

  Python

  •

  MIT License

  •40•167•5•3•Updated Dec 8, 2022Dec 8, 2022

• Log2Vec

  Public
  A distributed representation method for online logs.

  Roff

  •26•160•3•1•Updated Nov 27, 2022Nov 27, 2022

• RC-LIR

  Public
  Python

  •1•5•0•0•Updated Nov 1, 2022Nov 1, 2022

• DejaVu

  Public
  Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"

  failurediagnosis

  Jupyter Notebook

  •

  MIT License

  •16•73•6•0•Updated Oct 24, 2022Oct 24, 2022

• CMDiagnostor

  Public
  Python

  •

  Apache License 2.0

  •3•7•2•0•Updated Oct 13, 2022Oct 13, 2022

• MultiDimension-Localization

  Public
  2019AIOps: The 2nd match for AIOps

  dataset

  11•23•0•0•Updated Aug 8, 2022Aug 8, 2022