Author

Khandaker Mamun Ahmed

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#software testing Preprint Sep 2026

PatchRisk: Forecasting Future Vulnerability Exposure in Open-Source Dependency Networks

PatchRisk is constructed, a leakage-aware benchmark from Open Source Vulnerability advisories and deps.dev dependency graphs for npm and PyPI that improves AUPRC over the strongest TimeOnly baseline and remains stable across smaller scales and package-group shuffle robustness tests.

Ashfaq Ali Shafin, Khandaker Mamun Ahmed · 0 citations

#artificial intelligence Preprint Sep 2026

Leakage-Safe and Scheduler-Aware Machine Learning for Grid Job Runtime Prediction

Accurate job runtime prediction can improve scheduling-aware resource management in grid and distributed computing environments, but prediction models must be evaluated under realistic deployment constraints. This paper revisits CPU burst time prediction on the GWA-T-4 AuverGrid workload trace and reformulates it as le...

Ashfaq Ali Shafin, Khandaker Mamun Ahmed · 0 citations