An analytical model for GPU power identifies architecture- and workload-dependent transition frequencies beyond which energy efficiency degrades, based on benchmarks on A40/A100/H100/H200 GPUs.
Analytic Roofline Modeling and Energy Analysis of LULESH Proxy Application on Multi-Core Clusters
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Wattlytics is a public web platform that integrates benchmark-driven GPU performance scaling, DVFS-aware power modeling, and TCO analysis to support informed HPC cluster design and procurement decisions.
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Modeling and Chasing the Energy-Efficiency Sweet Spots in Modern GPUs
An analytical model for GPU power identifies architecture- and workload-dependent transition frequencies beyond which energy efficiency degrades, based on benchmarks on A40/A100/H100/H200 GPUs.
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Wattlytics: A Web Platform for Co-Optimizing Performance, Energy, and TCO in HPC Clusters
Wattlytics is a public web platform that integrates benchmark-driven GPU performance scaling, DVFS-aware power modeling, and TCO analysis to support informed HPC cluster design and procurement decisions.