DSG Seminar Series • GPU Databases — The New Modality of Data Analytics
Please note: This seminar will take place online.
Xiangyao Yu, Assistant Professor
Computer Sciences Department, University of Wisconsin-Madison
The performance gap between GPUs and CPUs has been widening over years as the hardware improves. Existing GPU databases demonstrate good performance, but suffer from limited GPU memory capacity and PCIe bandwidth, thereby failing to scale to large datasets. We conduct a series of projects to address these challenges, paving the way for wider GPU database adoption.