Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1315)
Included in the following conference series:
Conference proceedings info: SMC 2020.
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Table of contents (38 papers)
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Scientific Data Challenges
Other volumes
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Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI
Keywords
- artificial intelligence
- cloud computing
- computer hardware
- computer networks
- computer systems
- computer vision
- databases
- distributed computer systems
- distributed systems
- hpc
- information management
- machine learning
- microprocessor chips
- network protocols
- parallel architectures
- parallel processing systems
- processors
- signal processing
- software engineering
- telecommunication systems
About this book
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.Editors and Affiliations
About the editors
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)
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