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020 _a9783030633936
_9978-3-030-63393-6
024 7 _a10.1007/978-3-030-63393-6
_2doi
050 4 _aQA76.9.S88
072 7 _aUYD
_2bicssc
072 7 _aCOM011000
_2bisacsh
072 7 _aUYD
_2thema
082 0 4 _a004.2
_223
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,
_x1865-0937 ;
_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 _aComputer systems.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aSoftware engineering.
650 0 _aComputers, Special purpose.
650 0 _aArtificial intelligence.
650 1 4 _aComputer System Implementation.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aSoftware Engineering.
650 2 4 _aComputer Communication Networks.
650 2 4 _aSpecial Purpose and Application-Based Systems.
650 2 4 _aArtificial Intelligence.
700 1 _aNichols, Jeffrey.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVerastegui, Becky.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMaccabe, Arthur ‘Barney’.
_eeditor.
_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.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAhearn, Theresa.
_eeditor.
_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,
_x1865-0937 ;
_v1315
856 4 0 _uhttps://doi.org/10.1007/978-3-030-63393-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c187363
_d187363