41 citations · 55 across the 2 of their papers we have counts for
2 papers
cs.DC2020★ 41 cited
HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism
Jay H. Park, Gyeongchan Yun, Chang M. Yi +5
Deep Neural Network (DNN) models have continuously been growing in size in order to improve the accuracy and quality of the models. Moreover, for training of large DNN models, the…
cs.SI2015★ 14 cited
Structural Analysis of Criminal Network and Predicting Hidden Links using Machine Learning
Emrah Budur, Seungmin Lee, Vein S. Kong
Analysis of criminal networks is inherently difficult because of the nature of the topic. Criminal networks are covert and most of the information is not publicly available. This l…