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cs.SE2024
An Efficient Model Maintenance Approach for MLOps
Forough Majidi, Foutse Khomh, Heng Li +1
In recent years, many industries have utilized machine learning (ML) models in their systems. Ideally, ML models should be trained on and applied to data from the same distribution…
cs.SE2024★ 1 cited
Tracing Optimization for Performance Modeling and Regression Detection
Kaveh Shahedi, Heng Li, Maxime Lamothe +1
Software performance modeling plays a crucial role in developing and maintaining software systems. A performance model analytically describes the relationship between the performan…
cs.SE2024
What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach
Xingfang Wu, Heng Li, Foutse Khomh
Log data are generated from logging statements in the source code, providing insights into the execution processes of software applications and systems. State-of-the-art log-based…