Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI
Author | : Jeffrey Nichols |
Publisher | : Springer Nature |
Total Pages | : 555 |
Release | : 2020-12-22 |
ISBN-10 | : 9783030633936 |
ISBN-13 | : 3030633934 |
Rating | : 4/5 (36 Downloads) |
Book excerpt: 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.