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Parallel computing education through simulation

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the advent of parallel computing, CS departments must face the question of how to integrate the parallel computing knowledge into the curricula. In this paper, we introduced our practice in the parallel computing education which used simulation methodology. In our course, students learned the basics of GPU architectures, parallel computing along with optimization techniques to tuning the performance. Furthermore, we elaborated the work which combined simulation-based architecture research and parallel computing-a cache simulator based on GPU. In this part, the common architecture research methodology with tool, such as simulation methodology and Pin tool were introduced. This study case has shown as an effective supplement to our teaching philosophy: balance design based on quantitative characterization.

源语言英语
主期刊名Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016, Proceedings
编辑Lin Zhang, Xiao Song, Yunjie Wu
出版商Springer Verlag
585-591
页数7
ISBN(印刷版)9789811026621
DOI
出版状态已出版 - 2016
活动16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016 - Beijing, 中国
期限: 8 10月 201611 10月 2016

出版系列

姓名Communications in Computer and Information Science
643
ISSN(印刷版)1865-0929

会议

会议16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016
国家/地区中国
Beijing
时期8/10/1611/10/16

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