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Research output

Publications

Peer-reviewed papers on power management in cloud infrastructures, from hardware power limiting to energy-aware orchestration. Preprints are openly available on HAL.

2026

Figure from Understanding Power Limiting Mechanisms in Modern Processors: A Deep Dive Into Intel RAPL and Turbo Boost Dynamics
Euro-Par 2026Best Paper Award nominee

Understanding Power Limiting Mechanisms in Modern Processors: A Deep Dive Into Intel RAPL and Turbo Boost Dynamics

Romial Menra, Guillaume Rosinosky, Remous-Aris Koutsiamanis, Sébastien Bolle, Jean-Marc Menaud

Euro-Par 2026: Parallel Processing, Lecture Notes in Computer Science, Springer, pp. 135-149

Takeaway Only the long-term window and the two power limits drive turbo behaviour; a closed-form model predicts turbo duration on four Intel Xeon generations; capping below half of TDP wastes energy instead of saving it.

2024

COMPAS2024
COMPAS 2024

Intégration de l'Aspect Énergétique dans Kubernetes

Romial Menra, Remous-Aris Koutsiamanis, Jean-Marc Menaud

COMPAS 2024, Conférence francophone en Parallélisme, Architecture et Système, Nantes, France

Takeaway Brings the server’s real power draw, measured through RAPL, into Kubernetes scheduling decisions, so that containers are placed according to actual energy use rather than requested resources.