使用Julia的并行计算语言在多核平台上模拟异构模型

2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) Pub Date : 2020-09-01 DOI:10.1109/DS-RT50469.2020.9213527

S. Suslov, M. Schiek, M. Robens, C. Grewing, S. van Waasen

{"title":"使用Julia的并行计算语言在多核平台上模拟异构模型","authors":"S. Suslov, M. Schiek, M. Robens, C. Grewing, S. van Waasen","doi":"10.1109/DS-RT50469.2020.9213527","DOIUrl":null,"url":null,"abstract":"This paper addresses the questions of high-level system modelling using heterogeneous multi-tool modelling environment on parallel multi-core processing systems for simulation acceleration. The modelling technique has been applied for high-level validation of a high-precision Indoor Positioning System for Motion Analysis (IPS-MA) developed in the Central Institute Electronic Systems (ZEA-2) of the Research Center Juelich GmbH. The heterogeneous modelling environment has been built using an implementation-level model designed in Matlab Simulink, a verification model for describing the system environment using Modelica language, and Julia language for automatic generation of binding modelling environment and parallelizing the simulation of the overall model. The approach showed a good flexibility in system description and verification in the multi-instrument modelling environment and a good performance gain due to simulation parallelism.","PeriodicalId":149260,"journal":{"name":"2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simulating Heterogeneous Models on Multi-Core Platforms using Julia's Computing Language Parallel Potential\",\"authors\":\"S. Suslov, M. Schiek, M. Robens, C. Grewing, S. van Waasen\",\"doi\":\"10.1109/DS-RT50469.2020.9213527\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses the questions of high-level system modelling using heterogeneous multi-tool modelling environment on parallel multi-core processing systems for simulation acceleration. The modelling technique has been applied for high-level validation of a high-precision Indoor Positioning System for Motion Analysis (IPS-MA) developed in the Central Institute Electronic Systems (ZEA-2) of the Research Center Juelich GmbH. The heterogeneous modelling environment has been built using an implementation-level model designed in Matlab Simulink, a verification model for describing the system environment using Modelica language, and Julia language for automatic generation of binding modelling environment and parallelizing the simulation of the overall model. The approach showed a good flexibility in system description and verification in the multi-instrument modelling environment and a good performance gain due to simulation parallelism.\",\"PeriodicalId\":149260,\"journal\":{\"name\":\"2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)\",\"volume\":\"97 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DS-RT50469.2020.9213527\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DS-RT50469.2020.9213527","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

本文研究了在并行多核处理系统上采用异构多工具建模环境进行仿真加速的高级系统建模问题。该建模技术已应用于Juelich GmbH研究中心的中央电子系统研究所(ZEA-2)开发的高精度室内运动分析定位系统(IPS-MA)的高级验证。采用Matlab Simulink设计的实现级模型构建异构建模环境，采用Modelica语言描述系统环境的验证模型，采用Julia语言自动生成绑定建模环境并并行化整体模型的仿真。该方法在多仪器建模环境下具有良好的系统描述和验证灵活性，并且由于仿真并行性而获得了良好的性能增益。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Simulating Heterogeneous Models on Multi-Core Platforms using Julia's Computing Language Parallel Potential

This paper addresses the questions of high-level system modelling using heterogeneous multi-tool modelling environment on parallel multi-core processing systems for simulation acceleration. The modelling technique has been applied for high-level validation of a high-precision Indoor Positioning System for Motion Analysis (IPS-MA) developed in the Central Institute Electronic Systems (ZEA-2) of the Research Center Juelich GmbH. The heterogeneous modelling environment has been built using an implementation-level model designed in Matlab Simulink, a verification model for describing the system environment using Modelica language, and Julia language for automatic generation of binding modelling environment and parallelizing the simulation of the overall model. The approach showed a good flexibility in system description and verification in the multi-instrument modelling environment and a good performance gain due to simulation parallelism.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)

自引率

0.00%

发文量