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

by Jeffrey Nichols (Editor), Becky Verastegui (Editor), Arthur 'Barney' Maccabe (Editor), Oscar Hernandez (Editor), Suzanne Parete-Koon (Editor)

Overview

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.

Product Details

ISBN-13:	9783030633929
Publisher:	Springer International Publishing
Publication date:	12/22/2020
Series:	Communications in Computer and Information Science , #1315
Edition description:	1st ed. 2020
Pages:	555
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of 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.