Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI (original) (raw)

Overview

Editors:

1. Jeffrey Nichols
   1. Oak Ridge National Laboratory, Oak Ridge, USA
2. Becky Verastegui
   1. Oak Ridge National Laboratory, Oak Ridge, USA
3. Arthur ‘Barney’ Maccabe
   1. Oak Ridge National Laboratory, Oak Ridge, USA
4. Oscar Hernandez
   1. Oak Ridge National Laboratory, Oak Ridge, USA
5. Suzanne Parete-Koon
   1. Oak Ridge National Laboratory, Oak Ridge, USA
6. Theresa Ahearn
   1. Oak Ridge National Laboratory, Oak Ridge, USA

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About this book

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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Table of contents (38 papers)

1. Computational Applications: Converged HPC and Artificial Intelligence

2. System Software: Data Infrastructure and Life Cycle

3. Experimental/Observational Applications: Use Cases That Drive Requirements for AI and HPC Convergence

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1. Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI

Editors and Affiliations

• Oak Ridge National Laboratory, Oak Ridge, USA

Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn

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Bibliographic Information

• Book Title: Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI
• Book Subtitle: 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers
• Editors: Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn
• Series Title: Communications in Computer and Information Science
• DOI: https://doi.org/10.1007/978-3-030-63393-6
• Publisher: Springer Cham
• eBook Packages: Computer Science, Computer Science (R0), Springer Nature Proceedings Computer Science
• Copyright Information: Springer Nature Switzerland AG 2020
• Softcover ISBN: 978-3-030-63392-9Published: 23 December 2020
• eBook ISBN: 978-3-030-63393-6Published: 22 December 2020
• Series ISSN: 1865-0929
• Series E-ISSN: 1865-0937
• Edition Number: 1
• Number of Pages: XVII, 555
• Number of Illustrations: 32 b/w illustrations, 1 illustrations in colour
• Topics: Computer System Implementation, Information Systems and Communication Service, Software Engineering/Programming and Operating Systems, Computer Communication Networks, Special Purpose and Application-Based Systems, Artificial Intelligence

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