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Author

Changxi Liu

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Open access Jul 2026

DGNA: Dissecting GPU NUMA Architecture through Microbenchmarking and Data Analysis

This paper introduces DGNA, a methodology designed to unveil the NUMA architecture of the GPU memory hierarchy through microbenchmarking and data analysis, and is the first paper to detail the NUMA architecture within the GPU memory subsystem.

Changxi Liu, Yun Chen, Trevor E. Carlson · 1 citation

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