2 papers
cs.DC2026
FalconGEMM: Surpassing Hardware Peaks with Lower-Complexity Matrix Multiplication
Honglin Zhu, Jiaping Cao, Jiang Shao +10
Peak breaking Matrix Multiplication is a promising technique to improve the performance of DL, especially in LLM training and inference. We present FalconGEMM, a cross-platform fra…
cs.DB2025
CheetahGIS: Architecting a Scalable and Efficient Streaming Spatial Query Processing System
Jiaping Cao, Ting Sun, Man Lung Yiu +2
Spatial data analytics systems are widely studied in both the academia and industry. However, existing systems are limited when handling a large number of moving objects and real t…