2 papers
cs.DB2025
Speculative Ad-hoc Querying
Haoyu Li, Srikanth Kandula, Maria Angels de Luis Balaguer +2
Analyzing large datasets requires responsive query execution, but executing SQL queries on massive datasets can be slow. This paper explores whether query execution can begin even…
cs.DC2024
Accelerating Distributed Deep Learning using Lossless Homomorphic Compression
Haoyu Li, Yuchen Xu, Jiayi Chen +5
As deep neural networks (DNNs) grow in complexity and size, the resultant increase in communication overhead during distributed training has become a significant bottleneck, challe…