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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 2021CIRCA
Causal Inference-based Root Cause AnalysisDejaVu
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"kontrast
aiops2020-judge
AIOps2020评测脚本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
2022挑战赛评测脚本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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