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
Published on 23. December 2020
Book
Paperback/Softback
XVII, 555 pages
978-3-030-63392-9 (ISBN)
Description
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.More details
Series
Edition
1st ed. 2020
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
1 farbige Abbildung, 32 s/w Abbildungen
XVII, 555 p. 33 illus., 1 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 31 mm
Weight
861 gr
ISBN-13
978-3-030-63392-9 (9783030633929)
DOI
10.1007/978-3-030-63393-6
Schweitzer Classification
Other editions
Additional editions
Jeffrey Nichols | Becky Verastegui | Arthur 'Barney' Maccabe
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
E-Book
12/2020
Springer
€128.39
Available for download
Persons
Content
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.