CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING
An approach to the development of problem-oriented parallel computers for a wide range of tasks of intelligent data processing is described. A high level architecture is shown, where Data Mining algorithms are considered as functional elements and a general or specialized co-processor as an accelera...
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| Format: | Article |
| Language: | Russian |
| Published: |
National Academy of Sciences of Belarus, the United Institute of Informatics Problems
2016-09-01
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| Series: | Informatika |
| Online Access: | https://inf.grid.by/jour/article/view/5 |
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| _version_ | 1832543175947845632 |
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| author | M. M. Tatur |
| author_facet | M. M. Tatur |
| author_sort | M. M. Tatur |
| collection | DOAJ |
| description | An approach to the development of problem-oriented parallel computers for a wide range of tasks of intelligent data processing is described. A high level architecture is shown, where Data Mining algorithms are considered as functional elements and a general or specialized co-processor as an accelerator for computer performance. An accent has been made on the necessity to provide compatibility of the librarian algorithms and the architecture of the parallel co-processor. The technique for correct comparative evaluation of the alternative hardware platforms in the framework of the proposed approach is presented. |
| format | Article |
| id | doaj-art-b7057b6a3e8f4c1abd1bda9b70981c06 |
| institution | Kabale University |
| issn | 1816-0301 |
| language | Russian |
| publishDate | 2016-09-01 |
| publisher | National Academy of Sciences of Belarus, the United Institute of Informatics Problems |
| record_format | Article |
| series | Informatika |
| spelling | doaj-art-b7057b6a3e8f4c1abd1bda9b70981c062025-02-03T11:51:50ZrusNational Academy of Sciences of Belarus, the United Institute of Informatics ProblemsInformatika1816-03012016-09-010139444CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSINGM. M. Tatur0Белорусский государственный университет информатики и радиоэлектроникиAn approach to the development of problem-oriented parallel computers for a wide range of tasks of intelligent data processing is described. A high level architecture is shown, where Data Mining algorithms are considered as functional elements and a general or specialized co-processor as an accelerator for computer performance. An accent has been made on the necessity to provide compatibility of the librarian algorithms and the architecture of the parallel co-processor. The technique for correct comparative evaluation of the alternative hardware platforms in the framework of the proposed approach is presented.https://inf.grid.by/jour/article/view/5 |
| spellingShingle | M. M. Tatur CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING Informatika |
| title | CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING |
| title_full | CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING |
| title_fullStr | CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING |
| title_full_unstemmed | CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING |
| title_short | CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING |
| title_sort | construction principles of computing units for intellectual data processing |
| url | https://inf.grid.by/jour/article/view/5 |
| work_keys_str_mv | AT mmtatur constructionprinciplesofcomputingunitsforintellectualdataprocessing |