3 papers
cs.SE2025
Contrasting the Hyperparameter Tuning Impact Across Software Defect Prediction Scenarios
Mohamed Sami Rakha, Andriy Miranskyy, Daniel Alencar da Costa
Software defect prediction (SDP) is crucial for delivering high-quality software products. Recent research has indicated that prediction performance improvements in SDP are achieva…
cs.CR2025
Lock Prediction for Zero-Downtime Database Encryption
Mohamed Sami Rakha, Adam Sorrenti, Greg Stager +2
Modern enterprise database systems face significant challenges in balancing data security and performance. Ensuring robust encryption for sensitive information is critical for syst…
cs.LG2025
Anomaly Detection in Large-Scale Cloud Systems: An Industry Case and Dataset
Mohammad Saiful Islam, Mohamed Sami Rakha, William Pourmajidi +3
As Large-Scale Cloud Systems (LCS) become increasingly complex, effective anomaly detection is critical for ensuring system reliability and performance. However, there is a shortag…