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https://elib.psu.by/handle/123456789/37257| Title: | K-means clustering algorithm implementation using nvidia cuda technology |
| Authors: | Lukyanau, A. Bohush, R. |
| Issue Date: | 2016 |
| Publisher: | Полоцкий государственный университет |
| Citation: | Lukyanau, A. K-means clustering algorithm implementation using nvidia cuda technology / A. Lukyanau, R. Bohush // European and National Dimension in Research = Европейский и национальный контексты в научных исследованиях : electronic collected materials of IX Junior Researchers' Conference, Novopolotsk, April 27-28, 2016 : in 3 parts / Ministry of Education of Belarus, Polotsk State University ; ed. Dr. Dzmitry Lazouski [et al.]. - Novopolotsk : PSU, 2016. - Part 3 : Technology. - P. 223-226. |
| Abstract: | The purpose of this paper is to describe the key points of the implementation of clustering algorithm kmeans on the graphics adapter using Nvidia CUDA technology. To compare the performance for parallel processing and structured programming shows the implementation of the algorithm on the CPU. Results of experiments are presented. |
| URI: | https://elib.psu.by/handle/123456789/37257 |
| Appears in Collections: | European and National Dimension in Research. Technology. 2016 Машинное обучение. Обработкой изображений и видео. Интеллектуальные системы. Информационная безопасность |
Files in This Item:
| File | Size | Format | |
|---|---|---|---|
| 223-226.pdf | 116.91 kB | Adobe PDF | View/Open |
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