Few-Shot Cross-System Anomaly Trace Classification for Microservice-based systems

no code implementations • 27 Mar 2024 • Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Mutlu Beyazit, Joanna Kisaakye, Jesse Nyyssölä

Within the same MSS, our framework achieves an average accuracy of 93. 26\% and 85. 2\% across 50 meta-testing tasks for Trainticket and OnlineBoutique, respectively, when provided with 10 instances for each task.

Anomaly Detection Few-Shot Learning

Bootstrapping a Lexicon for Emotional Arousal in Software Engineering

no code implementations • 27 Mar 2017 • Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila

Emotional arousal increases activation and performance but may also lead to burnout in software development.

Reviewing Literature on Time Pressure in Software Engineering and Related Professions - Computer Assisted Interdisciplinary Literature Review

3 code implementations • 13 Mar 2017 • Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio

During the past years, psychological diseases related to unhealthy work environments, such as burnouts, have drawn more and more public attention.

Software Engineering