Author

George Stamoulis

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Preprint Oct 2026

On the Impact of Degradation-Balanced Scheduling in Manycore Systems

Electromigration degradation in manycore systems depends strongly on how runtime workload is distributed across cores. Task placement affects power, temperature, and current density, which in turn shape the spatial distribution of degradation over time. However, a scheduler that ranks cores only by their current reliab...

Maria Pantazi-Kypraiou, G. Goudroumanis, G. Floros et al. · 0 citations

#machine learning Preprint Oct 2026

Reinforcement Learning-Based Optimization of Workload-Aware Power Delivery Networks

Power Delivery Networks (PDNs) are critical components of modern VLSI chips, providing stable voltage levels while satisfying electromigration (EM) and IR-drop constraints. Conventional PDN design methodologies typically rely on worst-case assumptions, often resulting in over-provisioned networks and inefficient use of...

Oran Hayes, Maria Pantazi-Kypraiou, Athanasios Tziouvaras et al. · 0 citations