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Showing 1 to 2 of 2 for “"carbon-aware"”.

  1. Squirrel

    … application demand. Consequently, data center carbon emissions grow. In addition to energy-saving mechanisms, increasing progress in carbon-aware software is necessary to reduce carbon emissions and mitigate climate change. Enhancing workload managers used in data centers with carbon-aware

    potsdam-thes Repository record for Squirrel (opens in a new tab)

  2. Optimizing Multi-Dimensional Efficiency of Foundation Models: From Fine-Tuning to Inference

    … consumption and time- and location-varying carbon intensity under real-world constraints. This dissertation proposes an end-to-end methodology for sustainable AI that integrates measurement, multi-dimensional evaluation, and decision-making from fine-tuning to deployment scheduling. First, …

    texas-state Repository record for Optimizing Multi-Dimensional Efficiency of Foundation Models: From Fine-Tuning to Inference (opens in a new tab)