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
Titre:
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
ISBN (Numéro international normalisé des livres):
9783030633936
Edition:
1st ed. 2020.
PRODUCTION_INFO:
Cham : Springer International Publishing : Imprint: Springer, 2020.
Description physique:
XVII, 555 p. 33 illus., 1 illus. in color. online resource.
Collections:
Communications in Computer and Information Science, 1315
Table des matières:
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.
Extrait:
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.
Auteur collectif ajouté:
Accès électronique:
Full Text Available From Springer Nature Computer Science 2020 Packages
Langue:
Anglais