AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications

Author:

Li Baolin1,Arora Rohin1,Samsi Siddharth2,Patel Tirthak1,Arcand William2,Bestor David2,Byun Chansup2,Roy Rohan Basu1,Bergeron Bill2,Holodnak John2,Houle Michael2,Hubbell Matthew2,Jones Michael2,Kepner Jeremy2,Klein Anna2,Michaleas Peter2,McDonald Joseph2,Milechin Lauren2,Mullen Julie2,Prout Andrew2,Price Benjamin2,Reuther Albert2,Rosa Antonio2,Weiss Matthew2,Yee Charles2,Edelman Daniel2,Vanterpool Allan3,Cheng Anson3,Gadepally Vijay2,Tiwari Devesh1

Affiliation:

1. Northeastern University

2. MIT Lincoln Laboratory

3. US Air Force

Funder

Air Force Research Laboratory

Publisher

IEEE

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