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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 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI/ edited by Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn.
其他題名:	17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers /
其他作者:	Ahearn, Theresa.
面頁冊數:	XVII, 555 p. 236 illus., 201 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-63393-6
ISBN:	9783030633936

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 /
Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers /[electronic resource] :edited by Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn. - 1st ed. 2020. - XVII, 555 p. 236 illus., 201 illus. in color.online resource. - Communications in Computer and Information Science,13151865-0929 ;. - Communications in Computer and Information Science,498.

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.

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.

ISBN: 9783030633936

Standard No.: 10.1007/978-3-030-63393-6doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: QA76.9.A73

Dewey Class. No.: 003.3

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 /
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