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Hoang-Loc La

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May 2026

Empirical Analysis of GPU Frequency Behavior Under ML Workloads

This work presents ongoing research on the frequency-scaling behavior of NVIDIA GPUs when executing ML/AI workloads. Our preliminary findings show that, on lower-performance GPUs, the operating frequency is strongly affected by the recent workload history-typically within an 80ms window. This behavior challenges a comm...

T. Le, Hoang-Loc La, Amirhosein Taherkordi et al. · 1 citation

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