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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yan-Bo Zhao

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2 papers indexed here

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Preprint Sep 2026

Echo: Merging Host Device Buffers to Avoid Redundant Data Movement on Unified Memory SoCs

GPU applications on unified-memory (UMA) edge platforms often inherit a discrete-GPU memory abstraction in which they allocate one buffer for the CPU, another for the GPU, and copy data between them before and after GPU execution. On UMA hardware these buffers reside in the same physical DRAM pool, so the copies consum...

Yu-Heng Zhu, Yan-Bo Zhao, Jia-Jia Li et al. · 0 citations
Preprint Sep 2026

DejaVu: Unifying Memory Allocations to Eliminate Redundant Copies on Unified-Memory SoCs

GPU applications on unified-memory (UMA) edge platforms often inherit a discrete-GPU memory abstraction in which they allocate one buffer for the CPU, another for the GPU, and copy data between them before and after GPU execution. On UMA hardware these buffers reside in the same physical DRAM, so the copies consume ban...

Yu-Heng Zhu, Yan-Bo Zhao, Jia-Jia Li et al. · 0 citations

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