Analysis and optimization of a demographic simulator for parallel environments

Vanessa Busing-Meneses; Cristina Montanola-Sales; Josep Casanovas-Garcia; Alessandro Pellegrini

doi:10.1109/WSC.2015.7408478

Analysis and optimization of a demographic simulator for parallel environments

Vanessa Busing-Meneses, Cristina Montanola-Sales, Josep Casanovas-Garcia, Alessandro Pellegrini

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

Resumen

In the past years, the advent of multi-core machines has led to the need for adapting current simulation solutions to modern hardware architectures. In this poster, we present a solution to exploit multicore shared-memory capacities in Yades, a parallel tool for running socio-demography dynamic simulations. We propose to abandon the single-threaded programming approach addresses in Yades by using ROOT-Sim, a library which allows to apply discrete event simulation to parallel environments profiting share-memory capabilities. As a result of this new approach, our results show the improvement in Yades' performance and scalability.

Idioma original	Inglés
Título de la publicación alojada	2015 Winter Simulation Conference, WSC 2015
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	3218-3219
Número de páginas	2
ISBN (versión digital)	9781467397438
DOI	https://doi.org/10.1109/WSC.2015.7408478
Estado	Publicada - 1 ene 2015
Publicado de forma externa	Sí
Evento	Winter Simulation Conference, WSC 2015 - Huntington Beach, Estados Unidos Duración: 6 dic 2015 → 9 dic 2015

Serie de la publicación

Nombre	Proceedings - Winter Simulation Conference
Volumen	2016-February
ISSN (versión impresa)	0891-7736

Conferencia

Conferencia	Winter Simulation Conference, WSC 2015
País/Territorio	Estados Unidos
Ciudad	Huntington Beach
Período	6/12/15 → 9/12/15

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10.1109/WSC.2015.7408478

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Busing-Meneses, V., Montanola-Sales, C., Casanovas-Garcia, J., & Pellegrini, A. (2015). Analysis and optimization of a demographic simulator for parallel environments. En 2015 Winter Simulation Conference, WSC 2015 (pp. 3218-3219). Artículo 7408478 (Proceedings - Winter Simulation Conference; Vol. 2016-February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WSC.2015.7408478

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title = "Analysis and optimization of a demographic simulator for parallel environments",

abstract = "In the past years, the advent of multi-core machines has led to the need for adapting current simulation solutions to modern hardware architectures. In this poster, we present a solution to exploit multicore shared-memory capacities in Yades, a parallel tool for running socio-demography dynamic simulations. We propose to abandon the single-threaded programming approach addresses in Yades by using ROOT-Sim, a library which allows to apply discrete event simulation to parallel environments profiting share-memory capabilities. As a result of this new approach, our results show the improvement in Yades' performance and scalability.",

keywords = "ABM, Demography, PDES, Parallel simulation, Social Simulation",

author = "Vanessa Busing-Meneses and Cristina Montanola-Sales and Josep Casanovas-Garcia and Alessandro Pellegrini",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; Winter Simulation Conference, WSC 2015 ; Conference date: 06-12-2015 Through 09-12-2015",

year = "2015",

month = jan,

day = "1",

doi = "10.1109/WSC.2015.7408478",

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Busing-Meneses, V, Montanola-Sales, C, Casanovas-Garcia, J & Pellegrini, A 2015, Analysis and optimization of a demographic simulator for parallel environments. En 2015 Winter Simulation Conference, WSC 2015., 7408478, Proceedings - Winter Simulation Conference, vol. 2016-February, Institute of Electrical and Electronics Engineers Inc., pp. 3218-3219, Winter Simulation Conference, WSC 2015, Huntington Beach, Estados Unidos, 6/12/15. https://doi.org/10.1109/WSC.2015.7408478

Analysis and optimization of a demographic simulator for parallel environments. / Busing-Meneses, Vanessa; Montanola-Sales, Cristina; Casanovas-Garcia, Josep et al.
2015 Winter Simulation Conference, WSC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 3218-3219 7408478 (Proceedings - Winter Simulation Conference; Vol. 2016-February).

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

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T1 - Analysis and optimization of a demographic simulator for parallel environments

AU - Busing-Meneses, Vanessa

AU - Montanola-Sales, Cristina

AU - Casanovas-Garcia, Josep

AU - Pellegrini, Alessandro

PY - 2015/1/1

Y1 - 2015/1/1

N2 - In the past years, the advent of multi-core machines has led to the need for adapting current simulation solutions to modern hardware architectures. In this poster, we present a solution to exploit multicore shared-memory capacities in Yades, a parallel tool for running socio-demography dynamic simulations. We propose to abandon the single-threaded programming approach addresses in Yades by using ROOT-Sim, a library which allows to apply discrete event simulation to parallel environments profiting share-memory capabilities. As a result of this new approach, our results show the improvement in Yades' performance and scalability.

AB - In the past years, the advent of multi-core machines has led to the need for adapting current simulation solutions to modern hardware architectures. In this poster, we present a solution to exploit multicore shared-memory capacities in Yades, a parallel tool for running socio-demography dynamic simulations. We propose to abandon the single-threaded programming approach addresses in Yades by using ROOT-Sim, a library which allows to apply discrete event simulation to parallel environments profiting share-memory capabilities. As a result of this new approach, our results show the improvement in Yades' performance and scalability.

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KW - Demography

KW - PDES

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KW - Social Simulation

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M3 - Conference contribution

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BT - 2015 Winter Simulation Conference, WSC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Winter Simulation Conference, WSC 2015

Y2 - 6 December 2015 through 9 December 2015

ER -

Analysis and optimization of a demographic simulator for parallel environments

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