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Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain

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Main Authors: Alessio De, Rango, Andrea, Giordano, Giuseppe, Mendicino
Format: Book
Language:English
Published: Springer 2023
Subjects:
Tailoring load balancing
Online Access:https://link.springer.com/article/10.1007/s11227-023-05043-3
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8277
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spelling oai:localhost:PNK-82772023-04-25T06:36:44Z Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain Alessio De, Rango Andrea, Giordano Giuseppe, Mendicino Tailoring load balancing CC BY In this paper, techniques for dynamic load balancing of the cellular automata parallel execution are presented for the case of domain space partitioned along two dimensions. Starting from general closed-form expressions that allow to compute the optimal workload assignment in a dynamic fashion when partitioning takes place along only one dimension, we tailor the procedure to allow partitioning and balancing along both dimensions. Both qualitative and quantitative experiments are carried out that assess performance improvement in applying load balancing for the case of two-dimensional partitioned domain, especially when the load balancing takes place along both dimensions. 2023-04-25T06:36:44Z 2023-04-25T06:36:44Z 2023 Book https://link.springer.com/article/10.1007/s11227-023-05043-3 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8277 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Tailoring load balancing
spellingShingle Tailoring load balancing
Alessio De, Rango
Andrea, Giordano
Giuseppe, Mendicino
Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
description CC BY
format Book
author Alessio De, Rango
Andrea, Giordano
Giuseppe, Mendicino
author_facet Alessio De, Rango
Andrea, Giordano
Giuseppe, Mendicino
author_sort Alessio De, Rango
title Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
title_short Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
title_full Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
title_fullStr Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
title_full_unstemmed Tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
title_sort tailoring load balancing of cellular automata parallel execution to the case of a two-dimensional partitioned domain
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11227-023-05043-3
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8277
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score 8.891145

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