Performance of Distributed Deep Learning Workloads on a Composable Cyberinfrastructure

Author:

He Zhenhua1ORCID,Saluja Aditi1ORCID,Lawrence Richard1ORCID,Chakravorty Dhruva1ORCID,Dang Francis1ORCID,Perez Lisa1ORCID,Liu Honggao1ORCID

Affiliation:

1. Texas A&M University, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference32 articles.

1. National Artificial Intelligence Research Resource Task Force Report : Strengthening and Democratizing the U.S. Artificial Intelligence Innovation Ecosystem - An Implementation Plan for a National Artificial Intelligence Research Resource. Retrieved March 3, 2023 from https://www.ai.gov/wp-content/uploads/2023/01/NAIRR-TF-Final-Report-2023.pdf  National Artificial Intelligence Research Resource Task Force Report: Strengthening and Democratizing the U.S. Artificial Intelligence Innovation Ecosystem - An Implementation Plan for a National Artificial Intelligence Research Resource. Retrieved March 3, 2023 from https://www.ai.gov/wp-content/uploads/2023/01/NAIRR-TF-Final-Report-2023.pdf 

2. Report to the President on Computational Science : Ensuring America's Competitiveness , The President's Information Technology Advisory Committee (PITAC) , June 2005 . Report to the President on Computational Science: Ensuring America's Competitiveness, The President's Information Technology Advisory Committee (PITAC), June 2005.

3. T. Hey ,‎ S. Tansley ,‎ K. Tolle , The Fourth Paradigm: Data-Intensive Scientific Discovery , October 16 , 2009 . T. Hey,‎ S. Tansley,‎ K. Tolle, The Fourth Paradigm: Data-Intensive Scientific Discovery, October 16, 2009.

4. Most-detailed-ever simulations of black hole solve longstanding mystery. Retrieved March 3 2023 from https://phys.org/news/2019-06-most-detailed-ever-simulations-black-hole-longstanding.html Most-detailed-ever simulations of black hole solve longstanding mystery. Retrieved March 3 2023 from https://phys.org/news/2019-06-most-detailed-ever-simulations-black-hole-longstanding.html

5. Robert A. Dick , Kaneil K. Zadrozny , Chaoyi Xu , Florian K. M. Schur , Terri D. Lyddon , Clifton L. Ricana , Jonathan M. Wagner , Juan R. Perilla , Barbie K. Ganser-Pornillos , Marc C. Johnson , Owen Pornillos & Volker M. Vogt Inositol phosphates are assembly co-factors for HIV-1 Nature volume 560 , pages 509–512(2018). https://doi.org/10.1038/s41586-018-0396-4 10.1038/s41586-018-0396-4 Robert A. Dick, Kaneil K. Zadrozny, Chaoyi Xu, Florian K. M. Schur, Terri D. Lyddon, Clifton L. Ricana, Jonathan M. Wagner, Juan R. Perilla, Barbie K. Ganser-Pornillos, Marc C. Johnson, Owen Pornillos & Volker M. Vogt Inositol phosphates are assembly co-factors for HIV-1 Nature volume 560, pages 509–512(2018). https://doi.org/10.1038/s41586-018-0396-4

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1. Exploring the Viability of Composable Architectures to Overcome Memory Limitations in High Performance Computing Workflows;Practice and Experience in Advanced Research Computing 2024: Human Powered Computing;2024-07-17

2. Cultivating Cyberinfrastructure Careers through Student Engagement at Texas A&M University High Performance Research Computing;Practice and Experience in Advanced Research Computing 2024: Human Powered Computing;2024-07-17

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