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
Herausgegeben:Nichols, Jeffrey; Verastegui, Becky; Maccabe, Arthur 'Barney'; Hernandez, Oscar; Parete-Koon, Suzanne; Ahearn, Theresa

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 1315
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-63392-9
• 1st ed. 2020
• Seitenzahl: 576
• Erscheinungstermin: 23. Dezember 2020
• Englisch
• Abmessung: 235mm x 155mm x 31mm
• Gewicht: 861g
• ISBN-13: 9783030633929
• ISBN-10: 3030633926
• Artikelnr.: 60342759

Autorenporträt

Inhaltsangabe

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.