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netmanaiops's Projects

bagel icon bagel

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

circa icon circa

Causal Inference-based Root Cause Analysis

ctf_data icon ctf_data

Data of paper "CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer"

dejavu icon dejavu

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

donut icon donut

WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

gtrace icon gtrace

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

label-tool icon label-tool

A tool for labeling anomaly in multivariate time series.

log2vec icon log2vec

A distributed representation method for online logs.

logclass icon logclass

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

logparse icon logparse

An adaptive log template extraction toolkit.

omnianomaly icon omnianomaly

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

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