Author

F. Santucci

2 papers indexed here

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Preprint Sep 2026

Goal-Oriented Communication and Control Co-Design via Semantic Push-Pull in Industrial IoT

Emerging 6G industrial IoT architectures require wireless networked control systems capable of stabilizing diverse control loops over tightly constrained radio resources. Conventional periodic and Age-of-Information (AoI) based scheduling guarantees bounded staleness at the cost of persistent channel saturation. Conver...

M. Khan, Y. Z. Lun, Aamir Mahmood et al. · 0 citations

#edge computing Open access Oct 2026

Distributional Reinforcement Learning for task offloading, resource allocation and early exit selection at the edge

Simulation results confirm that integrating EE with edge computing significantly improves the trade-off between inference accuracy and latency, achieving up to 212% improvement in the average task completion ratio compared to edge computing systems without EE, under the considered simulation settings.

Simone Angelucci, R. Valentini, M. Levorato et al. · Comput. Networks · 0 citations