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OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Networkdonut
WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web ApplicationsTraceAnomaly
ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian NetworksLogParse
An adaptive log template extraction toolkit.LogClass
IEEE-TNSM 2021: Anomalous Log Identification and Classification with Partial LabelsLog2Vec
A distributed representation method for online logs.Squeeze
ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root CauseKPI-Anomaly-Detection
2018AIOps: The 1st match for AIOpsTraceRCA
Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021DejaVu
Code and datasets for FSE'22 paper "Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems"AIOps-Challenge-2020-Data
The published dataset of AIOps Challenge 2020Bagel
IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational AutoencoderJumpStarter
PSqueeze
MultiDimension-Localization
2019AIOps: The 2nd match for AIOpsTraceVAE
The source code for "Unsupervised Anomaly Detection on Microservice Traces through Graph VAE" in WWW2023.OpsEval-Datasets
Datasets for OpsEvalCTF_data
Data of paper "CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer"DOMI_code
code for DOMIkontrast
aiops2020-judge
AIOps2020θ―ζ΅θζ¬CMDiagnostor
DOMI_dataset
DOMI datasetAutoKAD
RC-LIR
GTrace
Source code for GTrace (ESEC/FSE'23 industry track).KAD-Disformer
AnoTuner
PreFix
SIGMETRICS 2018: PreFix: Switch Failure Prediction in Datacenter Networkscourse.aiops.org
aiops-2022-judge
2022ζζθ΅θ―ζ΅θζ¬Chain-of-Event
DejaVu-Omni
Code and datasets for TOSEM paper "DejaVu-Omni: Actionable, Robust and Interpretable Fault Localization for Recurring Failures in Online Service Systems"AlertRCA
OpenCompass-OpsQA
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