METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS
Article is devoted to the performance evaluation of heterogeneous computing systems (platforms). The article substantiates the relevance of the use of problem-oriented configuration of computational systems for automated systems of information processing and management. The proposed mechanism is par...
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| Format: | Article |
| Language: | Russian |
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MIREA - Russian Technological University
2017-12-01
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| Series: | Российский технологический журнал |
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| Online Access: | https://www.rtj-mirea.ru/jour/article/view/91 |
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| _version_ | 1850048619767398400 |
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| author | S. A. Sorokin M. Z. Benenson A. P. Sorokin |
| author_facet | S. A. Sorokin M. Z. Benenson A. P. Sorokin |
| author_sort | S. A. Sorokin |
| collection | DOAJ |
| description | Article is devoted to the performance evaluation of heterogeneous computing systems (platforms). The article substantiates the relevance of the use of problem-oriented configuration of computational systems for automated systems of information processing and management. The proposed mechanism is parallel and pipeline processing allowing to parallelize the task and thereby improve system performance. For interaction between modules it was proposed to use MPI-message passing interface between processes that perform a single task. The performance measurement was performed using recognized test kits Intel “MPI Benchmark” and “LINPACK HPL”, which allow to fully assess the effectiveness of the computing system and its relevance for the user. Given the graphics performance of the heterogeneous computing complex “profit center” in dealing with complex problems of linear algebra. The results obtained confirm high efficiency of MVP for various applications. |
| format | Article |
| id | doaj-art-cabd3176f9ea40ce95afa0528ec16080 |
| institution | DOAJ |
| issn | 2782-3210 2500-316X |
| language | Russian |
| publishDate | 2017-12-01 |
| publisher | MIREA - Russian Technological University |
| record_format | Article |
| series | Российский технологический журнал |
| spelling | doaj-art-cabd3176f9ea40ce95afa0528ec160802025-08-20T02:53:54ZrusMIREA - Russian Technological UniversityРоссийский технологический журнал2782-32102500-316X2017-12-0156111910.32362/2500-316X-2017-5-6-11-1991METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMSS. A. Sorokin0M. Z. Benenson1A. P. Sorokin2M.A. Kartsev Scientific and Research Institute of Computing SystemsM.A. Kartsev Scientific and Research Institute of Computing SystemsM.A. Kartsev Scientific and Research Institute of Computing SystemsArticle is devoted to the performance evaluation of heterogeneous computing systems (platforms). The article substantiates the relevance of the use of problem-oriented configuration of computational systems for automated systems of information processing and management. The proposed mechanism is parallel and pipeline processing allowing to parallelize the task and thereby improve system performance. For interaction between modules it was proposed to use MPI-message passing interface between processes that perform a single task. The performance measurement was performed using recognized test kits Intel “MPI Benchmark” and “LINPACK HPL”, which allow to fully assess the effectiveness of the computing system and its relevance for the user. Given the graphics performance of the heterogeneous computing complex “profit center” in dealing with complex problems of linear algebra. The results obtained confirm high efficiency of MVP for various applications.https://www.rtj-mirea.ru/jour/article/view/91вычислительная систематест производительностиоценка производительностиуправление параллелизмом операцийхарактеристики вычислительных системвычислительная систематест производительностиоценка производительностиуправление параллелизмом операцийхарактеристики вычислительных систем |
| spellingShingle | S. A. Sorokin M. Z. Benenson A. P. Sorokin METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS Российский технологический журнал вычислительная система тест производительности оценка производительности управление параллелизмом операций характеристики вычислительных систем вычислительная система тест производительности оценка производительности управление параллелизмом операций характеристики вычислительных систем |
| title | METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS |
| title_full | METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS |
| title_fullStr | METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS |
| title_full_unstemmed | METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS |
| title_short | METHODS FOR EVALUATING THE PERFORMANCE OF HETEROGENEOUS COMPUTER SYSTEMS |
| title_sort | methods for evaluating the performance of heterogeneous computer systems |
| topic | вычислительная система тест производительности оценка производительности управление параллелизмом операций характеристики вычислительных систем вычислительная система тест производительности оценка производительности управление параллелизмом операций характеристики вычислительных систем |
| url | https://www.rtj-mirea.ru/jour/article/view/91 |
| work_keys_str_mv | AT sasorokin methodsforevaluatingtheperformanceofheterogeneouscomputersystems AT mzbenenson methodsforevaluatingtheperformanceofheterogeneouscomputersystems AT apsorokin methodsforevaluatingtheperformanceofheterogeneouscomputersystems |