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_a10.1007/978-3-030-63393-6 _2doi |
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_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. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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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 |
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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 |
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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 | ||
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