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  1. SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference

    Article • May 2026, ACM (Association for Computing Machinery)

    Francesco Antici, Hiari Pizzini Cavagna, Prof. Andrea Bartolini

  2. MCBound: An Online Framework to Characterize and Classify Memory/Compute-bound HPC Jobs

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Francesco Antici, Prof. Andrea Bartolini

  3. Augmenting ML-based Predictive Modelling with NLP to Forecast a Job's Power Consumption

    Article • November 2023, ACM (Association for Computing Machinery)

    Francesco Antici

  4. PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System

    Article • November 2023, ACM (Association for Computing Machinery)

    Mohsen Seyedkazemi Ardebili, Francesco Antici, Prof. Andrea Bartolini