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Distributed computing and modeling & simulation: speeding up simulations and creating large models

Published: 11 December 2011 Publication History

Abstract

Distributed computing has many opportunities for Modeling and Simulation (M&S). Grid computing approaches have been developed that can use multiple computers to reduce the processing time of an application. In terms of M&S this means simulations can be run very quickly by distributing individual runs over locally or remotely available computing resources. Distributed simulation techniques allow us to link together models over a network enabling the creation of large models and/or models that could not be developed due to data sharing or model reuse problems. Using real-world examples, this advanced tutorial discusses how both approaches can be used to benefit M&S researchers and practitioners alike.

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  • (2018)From hybrid simulation to hybrid systems modellingProceedings of the 2018 Winter Simulation Conference10.5555/3320516.3320693(1430-1439)Online publication date: 9-Dec-2018
  • (2015)Planting parallel program simulation on the cloudConcurrency and Computation: Practice & Experience10.1002/cpe.301227:6(1467-1482)Online publication date: 25-Apr-2015
  • (2014)Soft or approaches in problem formulation stage of a hybrid M&S studyProceedings of the 2014 Winter Simulation Conference10.5555/2693848.2694059(1664-1675)Online publication date: 7-Dec-2014
  • Show More Cited By

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cover image ACM Conferences
WSC '11: Proceedings of the Winter Simulation Conference
December 2011
4336 pages

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Winter Simulation Conference

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Published: 11 December 2011

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WSC'11
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WSC'11: Winter Simulation Conference 2011
December 11 - 14, 2011
Arizona, Phoenix

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WSC '11 Paper Acceptance Rate 203 of 270 submissions, 75%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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View all
  • (2018)From hybrid simulation to hybrid systems modellingProceedings of the 2018 Winter Simulation Conference10.5555/3320516.3320693(1430-1439)Online publication date: 9-Dec-2018
  • (2015)Planting parallel program simulation on the cloudConcurrency and Computation: Practice & Experience10.1002/cpe.301227:6(1467-1482)Online publication date: 25-Apr-2015
  • (2014)Soft or approaches in problem formulation stage of a hybrid M&S studyProceedings of the 2014 Winter Simulation Conference10.5555/2693848.2694059(1664-1675)Online publication date: 7-Dec-2014
  • (2012)Panel on grand challenges for modeling and simulationProceedings of the Winter Simulation Conference10.5555/2429759.2430072(1-15)Online publication date: 9-Dec-2012
  • (2012)Bridging the gapACM Transactions on Modeling and Computer Simulation10.1145/2379810.237981122:4(1-23)Online publication date: 21-Nov-2012
  • (2012)Goal-Directed Grid-Enabled Computing for Legacy SimulationsProceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)10.1109/CCGrid.2012.60(873-879)Online publication date: 13-May-2012
  • (2011)SakerGridProceedings of the Winter Simulation Conference10.5555/2431518.2431791(2283-2293)Online publication date: 11-Dec-2011

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