Ensuring Reproducible Simulations on Heterogeneous Computing Environments for Social Simulation
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- Harada Takuya
- Graduate School of Informatics, Kansai University
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- Murata Tadahiko
- Faculty of Informatics, Kansai University
Bibliographic Information
- Other Title
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- 社会シミュレーションのための異種並列計算環境における再現性の確保
- シャカイ シミュレーション ノ タメ ノ イシュ ヘイレツ ケイサン カンキョウ ニ オケル サイゲンセイ ノ カクホ
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Abstract
<p>In this paper, we propose a computational framework to run reproducible simulation on heterogeneous computing environments for social simulation using random number. From simulation results using various parameter settings, we focus not only on average results but also a unique agent or trial. To find unique trials from a number of simulation results, we need to accelerate large-scale simulations and multi-trial simulations. However, we observe different simulation results using parallel computing because random number sequences vary by the number of parallelism. We must ensure the reproducibility of simulations when we try to analyze simulation results in detail. In this paper, we propose a computational framework to run reproducible simulations using unparalleled CPU, paralleled CPU and GPU. Our experimental results show that we get the same simulation results in heterogeneous computing environments.</p>
Journal
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- Transactions of the Institute of Systems, Control and Information Engineers
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Transactions of the Institute of Systems, Control and Information Engineers 31 (2), 37-48, 2018-02-15
THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)
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Details 詳細情報について
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- CRID
- 1390001205169237888
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- NII Article ID
- 130006734471
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- NII Book ID
- AN1013280X
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- ISSN
- 2185811X
- 13425668
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- NDL BIB ID
- 028823127
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed