3 papers
stat.AP2020
Using Undersampling with Ensemble Learning to Identify Factors Contributing to Preterm Birth
Shi Dong, Zlatan Feric, Guangyu Li +10
In this paper, we propose Ensemble Learning models to identify factors contributing to preterm birth. Our work leverages a rich dataset collected by a NIEHS P42 Center that is tryi…
cs.DC2019
Summarizing CPU and GPU Design Trends with Product Data
Yifan Sun, Nicolas Bohm Agostini, Shi Dong +1
Moore's Law and Dennard Scaling have guided the semiconductor industry for the past few decades. Recently, both laws have faced validity challenges as transistor sizes approach the…
cs.DC2018
MGSim + MGMark: A Framework for Multi-GPU System Research
Yifan Sun, Trinayan Baruah, Saiful A. Mojumder +10
The rapidly growing popularity and scale of data-parallel workloads demand a corresponding increase in raw computational power of GPUs (Graphics Processing Units). As single-GPU sy…