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
 
 
Springer (Verlag)
  • 1. Auflage
  • |
  • erschienen am 23. Dezember 2020
 
  • Buch
  • |
  • Softcover
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  • 576 Seiten
978-3-030-63392-9 (ISBN)
 
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.
1st ed. 2020
  • Englisch
  • Cham
  • |
  • Schweiz
Springer International Publishing
  • Für Beruf und Forschung
  • 32 s/w Abbildungen, 1 farbige Abbildung
  • |
  • 201 Illustrations, color; 35 Illustrations, black and white; XVII, 555 p. 236 illus., 201 illus. in color.
  • Höhe: 235 mm
  • |
  • Breite: 155 mm
  • |
  • Dicke: 30 mm
  • 861 gr
978-3-030-63392-9 (9783030633929)
10.1007/978-3-030-63393-6
weitere Ausgaben werden ermittelt

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.
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