Machine Learning-enabled Scalable Performance Prediction of Scientific Codes

Journal article

Open access

Peer reviewed

ACM Transactions on Modeling and Computer Simulation, Vol.31(2), p.1-28

04/30/2021

Abstract and subjects

Mathematics & Computing(97)

Hardware Software Codesign, Performance Prediction, Machine Learning

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Title: Machine Learning-enabled Scalable Performance Prediction of Scientific Codes
Authors/Creators - name: Gopinath Chennupati
Nandakishore Santhi
Phillip R. Romero
Stephan Johannes Eidenbenz
Publication Details: ACM Transactions on Modeling and Computer Simulation, Vol.31(2), p.1-28
Number of pages: 28 p.
Government Number: LA-UR-21-21328
Language: English
Resource Type: Journal article
DOI: https://doi.org/10.1145/3450264
ISSN: 1049-3301