3 papers
cs.CV2026
VersaDB: A High-Performance AI Storage Database for Unifying Mutimodal Datasets
Cong Wang, Zelin Liu, Yang Luo Ran Zhang +6
The AI field has been rapidly developing, leading to the emergence of a large number of AI training datasets of various types. These datasets contain different modalities, includin…
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…