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

Springer (Verlag)

1. Auflage
|
erschienen am 23. Dezember 2020

Buch
|
Softcover
|
576 Seiten

978-3-030-63392-9 (ISBN)

Weitere Details | Weitere Ausgaben

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.

Reihe:	Communications in Computer and Information Science \| 1315
Auflage:	1st ed. 2020
Sprache:	Englisch
Verlagsort:	Cham \| Schweiz
Verlagsgruppe:	Springer International Publishing
Zielgruppe:	Für Beruf und Forschung
Illustrationen:	32 s/w Abbildungen, 1 farbige Abbildung \| 201 Illustrations, color; 35 Illustrations, black and white; XVII, 555 p. 236 illus., 201 illus. in color.
Maße:	Höhe: 235 mm \| Breite: 155 mm \| Dicke: 30 mm
Gewicht:	861 gr
Schlagworte:	network protocols \| microprocessorchips \| Special Purpose Computers \| signalprocessing \| distributedcomputersystems \| telecommunicationsystems \| Cloud Computing \| distributedsystems \| informationmanagement \| parallel architectures \| HPC \| information management \| ComputerNetworks \| Architecture, Computer \| distributed systems \| computersystems \| Computervision \| networkprotocols \| processors \| Computer Science \| artificial intelligence \| computer systems \| parallel processing systems \| Softwareengineering \| Computer Networks \| machinelearning \| computer hardware \| Software Engineering \| Machine learning \| Telecommunication Systems \| parallelprocessingsystems \| distributed computer systems \| Computer vision \| Microprocessor chips \| computer communication systems \| ArtificialIntelligence \| Computerhardware \| COMPUTERS \| parallelarchitectures \| Databases \| cloudcomputing \| signal processing
ISBN-13:	978-3-030-63392-9 (9783030633929)
DOI:	10.1007/978-3-030-63393-6

weitere Ausgaben werden ermittelt

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.

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