Welcome to Automate Log Processing’s documentation!

Automate Log Processing is a research project conducted by Raj Silari at the Queensland University of Techology (QUT), under the supervision of Dr. Gowri Ramachandran. This project seeks to investigate whether performance degrading anomalies can be identified by combining hardware monitoring data with system logs.

Note

This project is under active development.

• Project Overview
• May 13th 2022 - Drain
• May 27th 2022 - Spell
• May 27th 2022 - LenMa
• May 27th 2022 - pipeline (log parsing)
• June 2nd 2022 - AEL
• July 15th 2022 - Loglizer DataLoader
• July 15th 2022 - Loglizer Preprocessing I (for DeepLog)
• July 20th 2022 - DeepLog
• July 22nd 2022 - Loglizer Preprocessing II (for ML models)
• July 23rd 2022 - Support Vector Machines (SVM)