2 papers
cs.DC2020
C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
Santosh Pandey, Lingda Li, Adolfy Hoisie +2
Many applications require to learn, mine, analyze and visualize large-scale graphs. These graphs are often too large to be addressed efficiently using conventional graph processing…
cs.PF2019
Performance Analysis of Deep Learning Workloads on Leading-edge Systems
Yihui Ren, Shinjae Yoo, Adolfy Hoisie
This work examines the performance of leading-edge systems designed for machine learning computing, including the NVIDIA DGX-2, Amazon Web Services (AWS) P3, IBM Power System Accel…