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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 / edited by Jeffrey Nichols, Becky Verastegui, Arthur 'Barney' Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1315
- Communications in Computer and Information Science, 1865-0937 ; 1315
- Language:
- English
- Subjects (All):
- 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.
- Local Subjects:
- Computer System Implementation.
- Computer Engineering and Networks.
- Software Engineering.
- Computer Communication Networks.
- Special Purpose and Application-Based Systems.
- Artificial Intelligence.
- Physical Description:
- 1 online resource (XVII, 555 pages) : 33 illustrations, 1 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-63393-6
- 9783030633936
- Access Restriction:
- Restricted for use by site license.
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