libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations

Almost all applications stop scaling at some point; those that don't are seldom performant when considering time to solution on anything but aspirational/unicorn resources. Recognizing these tradeoffs as well as greater user functionality in a near-term exascale computing era, we present libEns...

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Bibliographic Details

Published in:	IEEE transactions on parallel and distributed systems Vol. 33; no. 4; pp. 977 - 988
Main Authors:	Hudson, Stephen, Larson, Jeffrey, Navarro, John-Luke, Wild, Stefan M.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.04.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Arrays Concurrent computing Dynamic ensembles Generators History HPC Python Libraries Optimization Resource management simulation support systems workflow management
ISSN:	1045-9219, 1558-2183
Online Access:	Get full text
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