NetManAIOps

Repositories

• Log2Vec

  A distributed representation method for online logs.
  Roff 9 62 1 0 Updated Dec 7, 2020

• LogParse

  An adaptive log template extraction toolkit.
  Python 31 202 1 0 Updated Dec 7, 2020

• TraceAnomaly

  ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks
  Python 35 192 2 1 Updated Dec 2, 2020

• OmniAnomaly

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

  code dataset
  Python 68 152 10 1 Updated Nov 13, 2020

• AIOps-Challenge-2020-Data

  The published dataset of AIOps Challenge 2020
  4 5 0 0 Updated Oct 19, 2020

• aiops2020-judge

  AIOps2020评测脚本
  Python 12 6 0 0 Updated Aug 21, 2020

• LogClass

  IWQoS 2018 short paper: Device-agnostic log anomaly classification with partial labels

  code
  Python MIT 38 124 0 0 Updated Jul 13, 2020

• SAVY-Source-Code

  Source Code of App SAVY
  Java 0 0 0 0 Updated May 24, 2020

• MultiDimension-Localization

  2019AIOps: The 2nd match for AIOps

  dataset
  5 9 0 0 Updated Feb 7, 2020

• KPI-Anomaly-Detection

  2018AIOps: The 1st match for AIOps

  dataset
  6 15 0 0 Updated Feb 7, 2020

• PreFix

  SIGMETRICS 2018: PreFix: Switch Failure Prediction in Datacenter Networks

  dataset
  3 1 0 0 Updated Feb 7, 2020

• Bagel

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

  code vae robust ieee anomaly-detection variational-autoencoder kpi-anomaly-detection
  Python 15 26 1 0 Updated Dec 19, 2019

• Squeeze

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

  dataset
  4 22 1 0 Updated Sep 3, 2019

• donut

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

  code
  Python 107 290 15 0 Updated Mar 6, 2019