國立虎尾科技大學 |

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 /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	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.
Reminder of title:	17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers /
other author:	Nichols, Jeffrey.
Description:	XVII, 555 p. 236 illus., 201 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Architecture, Computer. -
Online resource:	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:

1255731
Architecture, Computer.

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 /
LDR:02761nam a22004095i 4500 001 1031019
003 DE-He213
005 20201222093234.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030633936 $9 978-3-030-63393-6
024 7 $a 10.1007/978-3-030-63393-6 $2 doi
035 $a 978-3-030-63393-6
050 4 $a QA76.9.A73
050 4 $a QA76.9.S88
072 7 $a UYD $2 bicssc
072 7 $a COM032000 $2 bisacsh
072 7 $a UYD $2 thema
082 0 4 $a 003.3 $2 23
245 1 0 $a Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI $h [electronic resource] : $b 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers / $c edited by Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XVII, 555 p. 236 illus., 201 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 1315
505 0 $a 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.
520 $a 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.
650 0 $a Architecture, Computer. $3 1255731
650 0 $a Computers. $3 565115
650 0 $a Software engineering. $3 562952
650 0 $a Computer communication systems. $3 1115394
650 0 $a Special purpose computers. $3 1204562
650 0 $a Artificial intelligence. $3 559380
650 1 4 $a Computer System Implementation. $3 669803
650 2 4 $a Information Systems and Communication Service. $3 669203
650 2 4 $a Software Engineering/Programming and Operating Systems. $3 669780
650 2 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Special Purpose and Application-Based Systems. $3 669833
650 2 4 $a Artificial Intelligence. $3 646849
700 1 $a Nichols, Jeffrey. $e editor. $1 https://orcid.org/0000-0001-5454-9726 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328067
700 1 $a Verastegui, Becky. $e editor. $1 https://orcid.org/0000-0001-7573-3696 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328068
700 1 $a Maccabe, Arthur ‘Barney’. $e editor. $1 https://orcid.org/0000-0002-8041-2800 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328069
700 1 $a Hernandez, Oscar. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1024174
700 1 $a Parete-Koon, Suzanne. $e editor. $1 https://orcid.org/0000-0002-1534-9171 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328070
700 1 $a Ahearn, Theresa. $e editor. $1 https://orcid.org/0000-0003-1237-1901 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1328071
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030633929
776 0 8 $i Printed edition: $z 9783030633943
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-030-63393-6
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)