소장자료
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| 020 | ▼a9783030633936▼9978-3-030-63393-6▲ | ||
| 024 | 7 | ▼a10.1007/978-3-030-63393-6▼2doi▲ | |
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| 050 | 4 | ▼aQA76.9.S88▲ | |
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| 245 | 1 | 0 | ▼aDriving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI▼h[electronic resource] :▼b17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers /▼cedited by Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn.▲ |
| 250 | ▼a1st ed. 2020.▲ | ||
| 264 | 1 | ▼aCham :▼bSpringer International Publishing :▼bImprint: Springer,▼c2020.▲ | |
| 300 | ▼aXVII, 555 p. 33 illus., 1 illus. in color.▼bonline resource.▲ | ||
| 336 | ▼atext▼btxt▼2rdacontent▲ | ||
| 337 | ▼acomputer▼bc▼2rdamedia▲ | ||
| 338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
| 347 | ▼atext file▼bPDF▼2rda▲ | ||
| 490 | 1 | ▼aCommunications in Computer and Information Science,▼x1865-0929 ;▼v1315▲ | |
| 505 | 0 | ▼aComputational 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 | ▼aThis 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 | ▼aArchitecture, Computer.▲ | |
| 650 | 0 | ▼aComputers.▲ | |
| 650 | 0 | ▼aSoftware engineering.▲ | |
| 650 | 0 | ▼aComputer communication systems.▲ | |
| 650 | 0 | ▼aSpecial purpose computers.▲ | |
| 650 | 0 | ▼aArtificial intelligence.▲ | |
| 650 | 1 | 4 | ▼aComputer System Implementation.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I13057▲ |
| 650 | 2 | 4 | ▼aInformation Systems and Communication Service.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I18008▲ |
| 650 | 2 | 4 | ▼aSoftware Engineering/Programming and Operating Systems.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I14002▲ |
| 650 | 2 | 4 | ▼aComputer Communication Networks.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I13022▲ |
| 650 | 2 | 4 | ▼aSpecial Purpose and Application-Based Systems.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I13030▲ |
| 650 | 2 | 4 | ▼aArtificial Intelligence.▼0https://scigraph.springernature.com/ontologies/product-market-codes/I21000▲ |
| 700 | 1 | ▼aNichols, Jeffrey.▼eeditor.▼0(orcid)0000-0001-5454-9726▼1https://orcid.org/0000-0001-5454-9726▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aVerastegui, Becky.▼eeditor.▼0(orcid)0000-0001-7573-3696▼1https://orcid.org/0000-0001-7573-3696▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aMaccabe, Arthur ‘Barney’.▼eeditor.▼0(orcid)0000-0002-8041-2800▼1https://orcid.org/0000-0002-8041-2800▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aHernandez, Oscar.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aParete-Koon, Suzanne.▼eeditor.▼0(orcid)0000-0002-1534-9171▼1https://orcid.org/0000-0002-1534-9171▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 700 | 1 | ▼aAhearn, Theresa.▼eeditor.▼0(orcid)0000-0003-1237-1901▼1https://orcid.org/0000-0003-1237-1901▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
| 710 | 2 | ▼aSpringerLink (Online service)▲ | |
| 773 | 0 | ▼tSpringer Nature eBook▲ | |
| 776 | 0 | 8 | ▼iPrinted edition:▼z9783030633929▲ |
| 776 | 0 | 8 | ▼iPrinted edition:▼z9783030633943▲ |
| 830 | 0 | ▼aCommunications in Computer and Information Science,▼x1865-0929 ;▼v1315▲ | |
| 856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-030-63393-6▲ |
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
자료유형
국외eBook
서명/책임사항
Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI [electronic resource] : 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers / edited by Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn.
개인저자
판사항
1st ed. 2020.
형태사항
XVII, 555 p. 33 illus., 1 illus. in color. online resource.
총서사항
Communications in Computer and Information Science , 1865-0929 ; 1315
Communications in Computer and Information Science , 1865-0929 ; 1315
Communications in Computer and Information Science , 1865-0929 ; 1315
내용주기
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.
요약주기
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.
주제
Architecture, Computer.
Computers.
Software engineering.
Computer communication systems.
Special purpose computers.
Artificial intelligence.
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.
Computers.
Software engineering.
Computer communication systems.
Special purpose computers.
Artificial intelligence.
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.
ISBN
9783030633936
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