Application Performance Anomaly Detection with LSTM on Temporal Irregularities in Logs

Xavier Baril , Oihana Coustié (1) , Josiane Mothe (2) , Olivier Teste (3, 1, 4)

1 IRIT-SIG - Systèmes d’Informations Généralisées
2 ESPE Toulouse - École supérieure du professorat et de l'éducation - Toulouse Midi-Pyrénées
3 UT2J - Université Toulouse - Jean Jaurès
4 IUT Toulouse 2 Blagnac

Domaines: Base de données [cs.DB]; Informatique [cs]; Apprentissage [cs.LG]; Intelligence artificielle [cs.AI]

Xavier Baril, Oihana Coustié, Josiane Mothe, Olivier Teste. Application Performance Anomaly Detection with LSTM on Temporal Irregularities in Logs. CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event Ireland, Ireland. pp.1961-1964, ⟨10.1145/3340531.3412157⟩. ⟨hal-03117074⟩