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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 de Jeffrey Nichols

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: Communications in Computer and Information Science, cartea 1315

Editat de Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn
en Limba Engleză Paperback – 23 dec 2020
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.
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Specificații

ISBN-13: 9783030633929
ISBN-10: 3030633926
Pagini: 555
Ilustrații: XVII, 555 p. 33 illus., 1 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.79 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seria Communications in Computer and Information Science

Locul publicării:Cham, Switzerland

Cuprins

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.

Notă biografică