一个网格支持的蒙特卡罗Matlab仿真问题解决环境

11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07) Pub Date : 2007-10-22 DOI:10.1109/DS-RT.2007.8

T. Athanaileas, G. Tsoulos, Dimitra I. Kaklamani

{"title":"一个网格支持的蒙特卡罗Matlab仿真问题解决环境","authors":"T. Athanaileas, G. Tsoulos, Dimitra I. Kaklamani","doi":"10.1109/DS-RT.2007.8","DOIUrl":null,"url":null,"abstract":"This paper presents a problem solving environment (PSE) for the grid-enabled execution of Monte Carlo simulations. Our main concern during the design and development of the PSE was to hide the complexity of using the grid infrastructure from the actual users and simplify the way users run their application on grid resources. In order to assist non grid-expert users to execute their simulations on the grid, we have implemented transparent mechanisms that automatically create the appropriate scripts and components required for grid execution by taking as input plain Matlab files. The PSE sets up a temporary distributed Matlab environment on grid resources by using the Matlab compiler and allows the concurrent execution of standard Matlab code. The PSE has been used for several wideband code division multiple access (WCDMA) system simulation scenarios in the production grid provided by the EGEE infrastructure. Simulation results regarding performance of the PSE are presented.","PeriodicalId":266467,"journal":{"name":"11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":"{\"title\":\"A Grid Enabled Problem Solving Environment for Monte Carlo Matlab Simulations\",\"authors\":\"T. Athanaileas, G. Tsoulos, Dimitra I. Kaklamani\",\"doi\":\"10.1109/DS-RT.2007.8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a problem solving environment (PSE) for the grid-enabled execution of Monte Carlo simulations. Our main concern during the design and development of the PSE was to hide the complexity of using the grid infrastructure from the actual users and simplify the way users run their application on grid resources. In order to assist non grid-expert users to execute their simulations on the grid, we have implemented transparent mechanisms that automatically create the appropriate scripts and components required for grid execution by taking as input plain Matlab files. The PSE sets up a temporary distributed Matlab environment on grid resources by using the Matlab compiler and allows the concurrent execution of standard Matlab code. The PSE has been used for several wideband code division multiple access (WCDMA) system simulation scenarios in the production grid provided by the EGEE infrastructure. Simulation results regarding performance of the PSE are presented.\",\"PeriodicalId\":266467,\"journal\":{\"name\":\"11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DS-RT.2007.8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DS-RT.2007.8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 24

摘要

本文提出了一种基于网格的蒙特卡洛仿真求解环境(PSE)。在PSE的设计和开发过程中，我们主要关注的是向实际用户隐藏使用网格基础设施的复杂性，并简化用户在网格资源上运行应用程序的方式。为了帮助非网格专家用户在网格上执行他们的模拟，我们实现了透明的机制，通过将普通Matlab文件作为输入，自动创建网格执行所需的适当脚本和组件。PSE通过Matlab编译器在网格资源上建立一个临时的分布式Matlab环境，并允许标准Matlab代码的并发执行。PSE已经在EGEE基础设施提供的生产网格中用于多个宽带码分多址(WCDMA)系统仿真场景。给出了系统性能的仿真结果。

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

A Grid Enabled Problem Solving Environment for Monte Carlo Matlab Simulations

This paper presents a problem solving environment (PSE) for the grid-enabled execution of Monte Carlo simulations. Our main concern during the design and development of the PSE was to hide the complexity of using the grid infrastructure from the actual users and simplify the way users run their application on grid resources. In order to assist non grid-expert users to execute their simulations on the grid, we have implemented transparent mechanisms that automatically create the appropriate scripts and components required for grid execution by taking as input plain Matlab files. The PSE sets up a temporary distributed Matlab environment on grid resources by using the Matlab compiler and allows the concurrent execution of standard Matlab code. The PSE has been used for several wideband code division multiple access (WCDMA) system simulation scenarios in the production grid provided by the EGEE infrastructure. Simulation results regarding performance of the PSE are presented.

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

11th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT'07)

自引率

0.00%

发文量