Parallel implementation of the greedy heuristic clustering algorithms

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: International Workshop on Advanced Technologies in Material Science, Mechanical and Automation Engineering (MIP) - Engineering; Krasnoyarsk, RUSSIA; Krasnoyarsk, RUSSIA

Год издания: 2019

Идентификатор DOI: 10.1088/1757-899X/537/2/022052

Аннотация: Authors propose parallel greedy heuristic k-means clustering algorithms for implementation on the graphical processing units (GPU) for solving large-scale problems. The computational experiments illustrate high performance of the GPUs in comparison with r

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Издание

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: Vol. 537, Is. 2

Номера страниц: 22052

ISSN журнала: 17578981

Издатель: Institute of Physics Publishing

Персоны

  • Kazakovtsev L.A. (Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarskiy Rabochiy Ave, Krasnoyarsk 660031, Russia; Siberian Fed Univ, 79 Svobodny Ave, Krasnoyarsk 660041, Russia)
  • Rozhnov I.P. (Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarskiy Rabochiy Ave, Krasnoyarsk 660031, Russia)
  • Popov E.A. (Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarskiy Rabochiy Ave, Krasnoyarsk 660031, Russia)
  • Karaseva M.V. (Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarskiy Rabochiy Ave, Krasnoyarsk 660031, Russia; Siberian Fed Univ, 79 Svobodny Ave, Krasnoyarsk 660041, Russia)
  • Stupina A.A. (Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarskiy Rabochiy Ave, Krasnoyarsk 660031, Russia; Siberian Fed Univ, 79 Svobodny Ave, Krasnoyarsk 660041, Russia)