Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI
17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers
(Sprache: Englisch)
This book constitutes the revised selected papers of the 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, held in Oak Ridge, TN, USA*, in August 2020.
The 36 full papers and 1 short paper presented were carefully...
The 36 full papers and 1 short paper presented were carefully...
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Klappentext zu „Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI “
This book constitutes the revised selected papers of the 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, held in Oak Ridge, TN, USA*, in August 2020.The 36 full papers and 1 short paper presented were carefully reviewed and selected from a total of 94 submissions. The papers are organized in topical sections of computational applications: converged HPC and artificial intelligence; system software: data infrastructure and life cycle; experimental/observational applications: use cases that drive requirements for AI and HPC convergence; deploying computation: on the road to a converged ecosystem; scientific data challenges.*The conference was held virtually due to the COVID-19 pandemic.
Inhaltsverzeichnis zu „Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI “
Computational Applications: Converged HPC and Artificial Intelligence.- System Software: Data Infrastructure and Life Cycle.- Experimental/Observational Applications: Use Cases That Drive Requirements for AI and HPC Convergence.- Deploying Computation: On the Road to a Converged Ecosystem.- Scientific Data Challenges.
Bibliographische Angaben
- 2020, 1st ed. 2020, XVII, 555 Seiten, 1 farbige Abbildungen, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Jeffrey Nichols, Becky Verastegui, Arthur 'Barney' Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn
- Verlag: Springer, Berlin
- ISBN-10: 3030633926
- ISBN-13: 9783030633929
Sprache:
Englisch
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