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Charles Dawson

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#artificial intelligence Preprint Sep 2026

Characterizing Job Power Elasticity for Power-Flexible AI Training

The first systematic characterization of job power elasticity (the sensitivity of throughput to power reductions) in LLM training is presented, and the Power Flexibility Index (PFI) is introduced, a normalized metric that quantifies the performance cost of power reductions and provides a control primitive for SLA-aware...

Philip Colangelo, Charles Dawson, Shayan Sengupta et al. · 0 citations

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