[Updated on Apr. 18] Integration of CiNii Articles into CiNii Research

Ensuring Reproducible Simulations on Heterogeneous Computing Environments for Social Simulation

Bibliographic Information

Other Title
  • 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

Search this article

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

Citations (0)*help

See more

References(13)*help

See more

Related Articles

See more

Related Data

See more

Related Books

See more

Related Dissertations

See more

Related Projects

See more

Related Products

See more

Details

Report a problem

Back to top