2 papers
cs.DB2026
HierarchicalKV: A GPU Hash Table with Cache Semantics for Continuous Online Embedding Storage
Haidong Rong, Jiashu Yao, Matthias Langer +12
Traditional GPU hash tables preserve every inserted key -- a dictionary assumption that wastes scarce High Bandwidth Memory (HBM) when embedding tables routinely exceed single-GPU…
cs.CV2026
Joint Optimization of Storage and Loading for High-Performance 3D Point Cloud Data Processing
Ke Wang, Yanfei Cao, Xiangzhi Tao +7
With the rapid development of computer vision and deep learning, significant advancements have been made in 3D vision, partic- ularly in autonomous driving, robotic perception, and…