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cs.AR2026
Uncovering the Memory Hierarchy of Modern NVIDIA GPUs for Accurate Simulation
Ziwen Wang, Jiapeng Zhou, Changxi Liu +2
Emerging artificial intelligence workloads, particularly Large Language Models (LLMs), place unprecedented demands on GPU memory systems. Consequently, architectural innovations in…
cs.AR2026
Exploiting What NVIDIA Profilers Hide: Fast and Accurate Analytical GPU Performance Modeling
Ziwen Wang, Qi Luo, Kunlin Li +3
GPUs have become essential to many fields, including AI and scientific computing. As GPUs grow more complex, the design space of their hardware configurations becomes increasingly…