{"title":"电信异构计算机系统性能预测模型的实验研究","authors":"Y. Kropotov, A. A. Kolpakov","doi":"10.1109/DYNAMICS.2018.8601478","DOIUrl":null,"url":null,"abstract":"The issue of creating high-performance computing systems based on heterogeneous computer systems is relevant, since the volume of processed information, calculations and studies with large data sets is constantly increasing. The aim of the work is to develop a model for predicting the performance of heterogeneous computing systems and its experimental evaluation in the simulation of access to the memory and in modeling fundamental parallel algorithms. As a result, the use of the developed model allows making an adequate estimate of the time of the parallelized task execution using heterogeneous computer systems based on graphics processors.","PeriodicalId":394567,"journal":{"name":"2018 Dynamics of Systems, Mechanisms and Machines (Dynamics)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Experimental Study of the Model for Predicting the Performance of a Heterogeneous Computer System in Telecommunications\",\"authors\":\"Y. Kropotov, A. A. Kolpakov\",\"doi\":\"10.1109/DYNAMICS.2018.8601478\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The issue of creating high-performance computing systems based on heterogeneous computer systems is relevant, since the volume of processed information, calculations and studies with large data sets is constantly increasing. The aim of the work is to develop a model for predicting the performance of heterogeneous computing systems and its experimental evaluation in the simulation of access to the memory and in modeling fundamental parallel algorithms. As a result, the use of the developed model allows making an adequate estimate of the time of the parallelized task execution using heterogeneous computer systems based on graphics processors.\",\"PeriodicalId\":394567,\"journal\":{\"name\":\"2018 Dynamics of Systems, Mechanisms and Machines (Dynamics)\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Dynamics of Systems, Mechanisms and Machines (Dynamics)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DYNAMICS.2018.8601478\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Dynamics of Systems, Mechanisms and Machines (Dynamics)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DYNAMICS.2018.8601478","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Experimental Study of the Model for Predicting the Performance of a Heterogeneous Computer System in Telecommunications
The issue of creating high-performance computing systems based on heterogeneous computer systems is relevant, since the volume of processed information, calculations and studies with large data sets is constantly increasing. The aim of the work is to develop a model for predicting the performance of heterogeneous computing systems and its experimental evaluation in the simulation of access to the memory and in modeling fundamental parallel algorithms. As a result, the use of the developed model allows making an adequate estimate of the time of the parallelized task execution using heterogeneous computer systems based on graphics processors.