Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Fri 31 May 2019 12:10 - 12:20 at Laurier - Defect Prediction Chair(s): Burak Turhan

The ability of predicting failures before their occurrence is a fundamental enabler for reducing field failures and improving the reliability of complex software systems. Recent research proposes many techniques to detect anomalous values of system metrics, and demonstrates that collective anomalies are a good symptom of failure-prone states. In this paper (i) we observe the analogy of complex software systems with multi-particle and network systems, (ii) propose to use energy-based models commonly exploited in physics and statistical mechanics to precisely reveal failure-prone behaviors without training with seeded errors, and (iii) present some preliminary experimental results that show the feasibility of our approach.

Fri 31 May

icse-2019-Paper-Presentations
11:00 - 12:30: Papers - Defect Prediction at Laurier
Chair(s): Burak TurhanMonash University
icse-2019-Journal-First-Paper11:00 - 11:10
Talk
Zhiyuan WanZhejiang University, Xin XiaMonash University, Ahmed E. HassanQueen's University, David LoSingapore Management University, Jianwei Yin, Xiaohu Yang
icse-2019-Technical-Papers11:10 - 11:30
Talk
Suraj YatishThe University of Adelaide, Jirayus JiarpakdeeMonash University, Patanamon ThongtanunamThe University of Melbourne, Kla TantithamthavornMonash University, Australia
icse-2019-Technical-Papers11:30 - 11:50
Talk
George CabralUniversity of Birmingham, Leandro Minku , Emad ShihabConcordia University, Suhaib Mujahid
icse-2019-Journal-First-Paper11:50 - 12:00
Talk
Kla TantithamthavornMonash University, Australia, Ahmed E. HassanQueen's University, Kenichi MatsumotoNara Institute of Science and Technology
Pre-print
icse-2019-Journal-First-Paper12:00 - 12:10
Talk
Kwabena E. BenninBlekinge Institute of Technology, SERL Sweden, Jacky Keung, Akito Monden
Authorizer link
icse-2019-New-Ideas-and-Emerging-Reults12:10 - 12:20
Talk
Cristina MonniUniversità della Svizzera Italiana, Mauro PezzeUniversità della Svizzera italiana (USI) (Switzerland) and Università degli Studi di Milano Bicocca (Italy)
Pre-print
icse-2019-Paper-Presentations12:20 - 12:30
Talk