A High-Level API for Dynamic Load Balancing in Large-Scale Parameter Sweeps

Parameter sweep studies, such as virtual drug screening, may exhibit significant load imbalance during batched execution on large-scale clusters, resulting in idle and thus wasted resources. Work stealing is a popular method for dynamic load balancing in such scenarios. However, we demonstrate that...

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Bibliographic Details
Published in:	International journal of parallel programming Vol. 53; no. 4; p. 25
Main Authors:	Salzmann, Philip, Thoman, Peter, Fahringer, Thomas
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.08.2025 Springer Nature B.V
Subjects:	Algorithms Computer Science Dynamic loads Gossip Load balancing Parameters Processor Architectures Screening Software Engineering/Programming and Operating Systems Theft Theory of Computation Workers Workload Work stealing Distributed computing Dynamic load balancing
ISSN:	0885-7458, 1573-7640
Online Access:	Get full text
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