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    44 repositories

    • ANM2025

      Public
      Source Code for ANM2025 Course: Time Series Intelligence in Cyberspace
      Jupyter Notebook
      •1•0•0•0•Updated Jan 17, 2025Jan 17, 2025

    • 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 Jan 16, 2025Jan 16, 2025

    • ChatTS

      Public
      ChatTS: Understanding, Chat, Reasoning about Time Series with TS-MLLM
      Python
      •
      MIT License
      •2•14•0•0•Updated Jan 9, 2025Jan 9, 2025

    • OpsEval-Datasets

      Public
      Datasets for OpsEval
      Python
      •
      MIT License
      •5•19•0•0•Updated Dec 31, 2024Dec 31, 2024

    • course.aiops.org

      Public
      HTML
      •0•2•0•0•Updated Dec 16, 2024Dec 16, 2024

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

    • OpenCompass-OpsQA

      Public
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Aug 14, 2024Aug 14, 2024

    • Bagel

      Public
      IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
      codevaeanomaly-detectionvariational-autoencoderkpi-anomaly-detectionrobustieee
      Python
      •19•50•4•1•Updated Jul 25, 2024Jul 25, 2024

    • Chain-of-Event

      Public
      Python
      •1•4•1•0•Updated May 6, 2024May 6, 2024

    • KAD-Disformer

      Public
      Python
      •2•4•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
      •206•760•23•4•Updated Mar 3, 2024Mar 3, 2024

    • GTrace

      Public
      Source code for GTrace (ESEC/FSE'23 industry track).
      Python
      •
      MIT License
      •2•6•2•0•Updated Mar 1, 2024Mar 1, 2024

    • AnoTuner

      Public
      Python
      •0•3•1•0•Updated Oct 25, 2023Oct 25, 2023

    • AutoKAD

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

    • AlertRCA

      Public
      Python
      •0•2•0•0•Updated Aug 1, 2023Aug 1, 2023

    • PSqueeze

      Public
      Python
      •
      MIT License
      •3•34•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•98•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•22•1•0•Updated May 2, 2023May 2, 2023

    • TraceRCA

      Public
      Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021
      codedataset
      Python
      •16•79•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•274•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•10•0•0•Updated Mar 17, 2023Mar 17, 2023

    • CIRCA

      Public
      Causal Inference-based Root Cause Analysis
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •13•80•5•0•Updated Feb 13, 2023Feb 13, 2023

    • JumpStarter

      Public
      Python
      •
      MIT License
      •6•46•0•1•Updated Jan 11, 2023Jan 11, 2023

    • AIOps-Challenge-2020-Data

      Public
      The published dataset of AIOps Challenge 2020
      10•64•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•152•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•75•6•0•Updated Oct 24, 2022Oct 24, 2022