AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications. Li, B., Arora, R., Samsi, S., Patel, T., Arcand, W., Bestor, D., Byun, C., Roy, R. B., Bergeron, B., Holodnak, J. T., Houle, M., Hubbell, M., Jones, M., Kepner, J., Klein, A., Michaleas, P., McDonald, J., Milechin, L., Mullen, J., Prout, A., Price, B., Reuther, A., Rosa, A., Weiss, M. L., Yee, C., Edelman, D., Vanterpool, A., Cheng, A., Gadepally, V., & Tiwari, D. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022, Seoul, South Korea, April 2-6, 2022, pages 1224–1237, 2022. IEEE. Paper doi bibtex @inproceedings{DBLP:conf/hpca/LiASPABBRBHHHJK22,
author = {Baolin Li and
Rohin Arora and
Siddharth Samsi and
Tirthak Patel and
William Arcand and
David Bestor and
Chansup Byun and
Rohan Basu Roy and
Bill Bergeron and
John T. Holodnak and
Michael Houle and
Matthew Hubbell and
Michael Jones and
Jeremy Kepner and
Anna Klein and
Peter Michaleas and
Joseph McDonald and
Lauren Milechin and
Julie Mullen and
Andrew Prout and
Benjamin Price and
Albert Reuther and
Antonio Rosa and
Matthew L. Weiss and
Charles Yee and
Daniel Edelman and
Allan Vanterpool and
Anson Cheng and
Vijay Gadepally and
Devesh Tiwari},
title = {AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization,
Opportunities, and Implications},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2022, Seoul, South Korea, April 2-6, 2022},
pages = {1224--1237},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPCA53966.2022.00093},
doi = {10.1109/HPCA53966.2022.00093},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpca/LiASPABBRBHHHJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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