LogPAI

Repositories

• loglizer

  A log analysis toolkit for automated anomaly detection [ISSRE'16]

  machine-learning log-analysis anomaly-detection failure-diagnosis aiops
  Python MIT 244 660 5 2 Updated Jul 9, 2020

• loghub

  A large collection of system log datasets for AI-powered log analytics

  log-analysis logs console-log datasets anomaly-detection log-parsing unstructured-logs
  176 404 0 1 Updated Jun 1, 2020

• logparser

  A toolkit for automated log parsing [ICSE'19, TDSC'18, DSN'16]

  log-analysis log log-parser log-mining anomaly-detection log-parsing
  Python MIT 255 463 7 5 Updated May 13, 2020

• logzip

  A tool for optimal log compression via iterative clustering [ASE'19]
  Python MIT 4 15 0 0 Updated Oct 29, 2019

• awesome-log-analysis

  A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

  log-analysis fault-localization failure-diagnosis aiops bug-finding anamoly-detection
  MIT 54 198 0 0 Updated Oct 20, 2019

• Log3C

  Log-based Impactful Problem Identification using Machine Learning [FSE'18]

  log-analysis kpi anomaly-detection aiops problem-identification
  Python 29 116 0 0 Updated Sep 30, 2019

• logpai.github.io

  Host of project pages
  JavaScript MIT 2 0 0 0 Updated Aug 7, 2019

• LogAdvisor

  Learning to log: A framework for determining optimal logging points [ICSE'15, ICSE'14]

  machine-learning logging code-analysis logging-practices
  C# 11 10 1 0 Updated Dec 25, 2018

• LoggingDescriptions

  Characterizing the Natural Language Descriptions in Software Logging Statements [ASE'18]

  logging what-to-log
  4 14 0 0 Updated Dec 5, 2018

• bugrepo

  A collection of publicly available bug reports

  nlp datasets bug-reports duplicate-detection
  13 55 3 0 Updated Jul 12, 2018

• clusterdata

  Forked from alibaba/clusterdata

  cluster data collected from production clusters in Alibaba for cluster management research
  211 1 0 0 Updated Mar 12, 2018

• AzurePublicDataset

  Forked from Azure/AzurePublicDataset

  Microsoft Azure VM trace
  Jupyter Notebook 45 1 0 0 Updated Feb 27, 2018

• cluster-data

  Forked from google/cluster-data

  Migrated from code.google.com/p/googleclusterdata
  TeX 122 0 0 0 Updated Dec 9, 2017