Inspector-Executor Load Balancing Algorithms for Block-Sparse Tensor Contractions

Developing effective yet scalable load-balancing methods for irregular computations is critical to the successful application of simulations in a variety of disciplines at petascale and beyond. This paper explores a set of static and dynamic scheduling algorithms for block-sparse tensor contractions...

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Bibliographic Details

Published in:	Proceedings of the International Conference on Parallel Processing pp. 30 - 39
Main Authors:	Ozog, David, Hammond, Jeff R., Dinan, James, Balaji, Pavan, Shende, Sameer, Malony, Allen
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.10.2013
Subjects:	Computational efficiency Computational modeling Dynamic Load Balancing Global Arrays Load management Load modeling Quantum Chemistry Radiation detectors Static Partitioning Tensile stress Tensor Contractions Tiles
ISSN:	0190-3918
Online Access:	Get full text
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