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ICSE 2023
Sun 14 - Sat 20 May 2023 Melbourne, Australia
Mon 15 May 2023 16:00 - 16:30 at Meeting Room 208 - Session 2

In recent decades, software logs have become imperative in the reliability assurance mechanism of many software systems. As modern software is evolving into a large scale, the volume of logs has increased rapidly. In the past ten years, we have developed LogPAI, an open-source automated log analysis toolkit. LogPAI provides log datasets and four main components: logging, log compression, log parsing, and log mining. LogPAI has been well recognized by both academia and industry. This talk intends to revisit automated log analysis by revealing the stories behind the scenes for LogPAI.

Mon 15 May

Displayed time zone: Hobart change

15:30 - 18:30
15:30
30m
Talk
AIOps for Cloud: System Understanding, Anomaly Detection and Human Interaction
AIOps
Ying Li School of Software and Microelectronics, Peking University, Beijing, China
16:00
30m
Talk
Log Analysis and LogPAI: The Past, The Present, and The Challenges
AIOps
Pinjia He Chinese University of Hong Kong at Shenzhen
16:30
15m
Paper
SoK: Machine Learning for Continuous Integration
AIOps
Ali Kazemi Arani , Mansooreh Zahedi The Univeristy of Melbourne, Triet Le The University of Adelaide, Muhammad Ali Babar University of Adelaide
16:45
15m
Paper
Knowledge-based Intelligent System for IT Incident DevOps
AIOps
Salman Ahmed Virginia Polytechnic Institute and State University
17:30
60m
Panel
AI, SE, and System meet AIOps
AIOps
Chetan Bansal Microsoft Research