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 AI 17th 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. 33 illus., 1 illus. in color. online resource.
- Communications in Computer and Information Science, 1315 1865-0937 ; .
- Communications in Computer and Information Science, 1315 .
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.
9783030633936
10.1007/978-3-030-63393-6 doi
Computer systems.
Computer engineering.
Computer networks .
Software engineering.
Computers, Special purpose.
Artificial intelligence.
Computer System Implementation.
Computer Engineering and Networks.
Software Engineering.
Computer Communication Networks.
Special Purpose and Application-Based Systems.
Artificial Intelligence.
QA76.9.S88
004.2
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.
9783030633936
10.1007/978-3-030-63393-6 doi
Computer systems.
Computer engineering.
Computer networks .
Software engineering.
Computers, Special purpose.
Artificial intelligence.
Computer System Implementation.
Computer Engineering and Networks.
Software Engineering.
Computer Communication Networks.
Special Purpose and Application-Based Systems.
Artificial Intelligence.
QA76.9.S88
004.2