Abstract | ||
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Artificial intelligence (AI) and Machine learning (ML) workloads are an increasingly larger share of the compute workloads in traditional High-Performance Computing (HPC) centers and commercial cloud systems. This has led to changes in deployment approaches of HPC clusters and the commercial cloud, as well as a new focus on approaches to optimized resource usage, allocations and deployment of new ... |
Year | DOI | Venue |
---|---|---|
2021 | 10.1109/HPEC49654.2021.9622850 | 2021 IEEE High Performance Extreme Computing Conference (HPEC) |
Keywords | DocType | ISSN |
File systems,Conferences,Graphics processing units,Machine learning,Rapid prototyping,Resource management,Monitoring | Conference | 2377-6943 |
ISBN | Citations | PageRank |
978-1-6654-2369-4 | 2 | 0.40 |
References | Authors | |
0 | 27 |
Name | Order | Citations | PageRank |
---|---|---|---|
Siddharth Samsi | 1 | 7 | 1.81 |
Matthew L Weiss | 2 | 2 | 0.40 |
David Bestor | 3 | 7 | 2.15 |
Baolin Li | 4 | 5 | 2.14 |
Michael Jones | 5 | 7 | 1.48 |
Albert Reuther | 6 | 7 | 2.15 |
Daniel Edelman | 7 | 2 | 1.08 |
William Arcand | 8 | 7 | 2.49 |
Chansup Byun | 9 | 7 | 2.49 |
John Holodnack | 10 | 2 | 0.40 |
Matthew Hubbell | 11 | 7 | 2.15 |
Jeremy Kepner | 12 | 7 | 1.48 |
Anna Klein | 13 | 49 | 10.10 |
Joseph McDonald | 14 | 3 | 2.79 |
Adam Michaleas | 15 | 2 | 0.74 |
Peter Michaleas | 16 | 7 | 2.49 |
Lauren Milechin | 17 | 102 | 16.45 |
Julia Mullen | 18 | 2 | 0.40 |
Charles Yee | 19 | 7 | 3.17 |
Benjamin Price | 20 | 2 | 0.40 |
Andrew Prout | 21 | 7 | 2.15 |
Antonio Rosa | 22 | 7 | 2.83 |
Allan Vanterpool | 23 | 2 | 0.74 |
Lindsey McEvoy | 24 | 2 | 0.74 |
Anson Cheng | 25 | 2 | 0.74 |
Devesh Tiwari | 26 | 3 | 4.48 |
Vijay Gadepally | 27 | 3 | 1.77 |