CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING

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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Main Author: M. M. Tatur
Format: Article
Language:Russian
Published: The United Institute of Informatics Problems of the National Academy of Sciences of Belarus 2016-09-01
Series:Informatika
Online Access:https://inf.grid.by/jour/article/view/5
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spelling doaj-b7057b6a3e8f4c1abd1bda9b70981c062021-07-28T21:07:20ZrusThe United Institute of Informatics Problems of the National Academy of Sciences of Belarus Informatika1816-03012016-09-010139444CONSTRUCTION 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
collection DOAJ
language Russian
format Article
sources DOAJ
author M. M. Tatur
spellingShingle M. M. Tatur
CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING
Informatika
author_facet M. M. Tatur
author_sort M. M. Tatur
title CONSTRUCTION PRINCIPLES OF COMPUTING UNITS FOR INTELLECTUAL DATA PROCESSING
title_short 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_sort construction principles of computing units for intellectual data processing
publisher The United Institute of Informatics Problems of the National Academy of Sciences of Belarus
series Informatika
issn 1816-0301
publishDate 2016-09-01
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.
url https://inf.grid.by/jour/article/view/5
work_keys_str_mv AT mmtatur constructionprinciplesofcomputingunitsforintellectualdataprocessing
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