- Tytuł:
- Hardware rough set processor parallel architecture in FPGA for finding core in big datasets
- Autorzy:
-
Kopczyński, Maciej
Grześ, Tomasz - Powiązania:
- https://bibliotekanauki.pl/articles/2031135.pdf
- Data publikacji:
- 2021
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
rough sets
FPGA
core attributes
parallel architecture - Opis:
- This paper presents FPGA and softcore CPU based solution for large datasets parallel core calculation using rough set methods. Architectures shown in this paper have been tested on two real datasets running presented solutions inside FPGA unit. Tested datasets had 1 000 to 10 000 000 objects. The same operations were performed in software implementation. Obtained results show the big acceleration in computation time using hardware supporting core generation in comparison to pure software implementation.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2021, 11, 2; 99-110
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł