2 papers
cs.DC2026
DejaVu: Unifying Memory Allocations to Eliminate Redundant Copies on Unified-Memory SoCs
Yuheng Zhu, Yanbo Zhao, Jiajia Li +1
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…
cs.DC2025
CUTHERMO: Understanding GPU Memory Inefficiencies with Heat Map Profiling
Yanbo Zhao, Jinku Cui, Zecheng Li +3
GPUs have become indispensable in high-performance computing, machine learning, and many other domains. Efficiently utilizing the memory subsystem on GPUs is critical for maximizin…