Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs

Hanaa M. Hussain; Khaled Benkrid; Ahmet T. Erdogan; Huseyin Seker

doi:10.1109/ReConFig.2011.49

Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs

Hanaa M. Hussain^*
, Khaled Benkrid
, Ahmet T. Erdogan
, Huseyin Seker

^*Corresponding author for this work

University of Edinburgh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

58 Citations (SciVal)

Original language	English
Title of host publication	Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011
Pages	475-480
Number of pages	6
DOIs	https://doi.org/10.1109/ReConFig.2011.49
Publication status	Published (VoR) - 2011
Event	2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011 - Cancun, Quintana Roo, Mexico Duration: 30 Nov 2011 → 2 Dec 2011

Publication series

Name	Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011

Conference

Conference	2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011
Country/Territory	Mexico
City	Cancun, Quintana Roo
Period	30/11/11 → 2/12/11

Keywords

FPGA
GPP
GPU
K-means
Microarray

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10.1109/ReConFig.2011.49

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Hussain, H. M., Benkrid, K., Erdogan, A. T., & Seker, H. (2011). Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs. In Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011 (pp. 475-480). Article 6128622 (Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011). https://doi.org/10.1109/ReConFig.2011.49

Hussain, Hanaa M. ; Benkrid, Khaled ; Erdogan, Ahmet T. et al. / Highly parameterized K-means clustering on FPGAs : Comparative results with GPPs and GPUs. Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011. 2011. pp. 475-480 (Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011).

@inproceedings{729a4dbe147f4bb4ab194f5f2ef4603a,

title = "Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs",

keywords = "FPGA, GPP, GPU, K-means, Microarray",

author = "Hussain, \{Hanaa M.\} and Khaled Benkrid and Erdogan, \{Ahmet T.\} and Huseyin Seker",

year = "2011",

doi = "10.1109/ReConFig.2011.49",

language = "English",

isbn = "9780769545516",

series = "Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011",

pages = "475--480",

booktitle = "Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011",

note = "2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011 ; Conference date: 30-11-2011 Through 02-12-2011",

}

Hussain, HM, Benkrid, K, Erdogan, AT & Seker, H 2011, Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs. in Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011., 6128622, Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011, pp. 475-480, 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011, Cancun, Quintana Roo, Mexico, 30/11/11. https://doi.org/10.1109/ReConFig.2011.49

Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs. / Hussain, Hanaa M.; Benkrid, Khaled; Erdogan, Ahmet T. et al.
Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011. 2011. p. 475-480 6128622 (Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Highly parameterized K-means clustering on FPGAs

T2 - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011

AU - Hussain, Hanaa M.

AU - Benkrid, Khaled

AU - Erdogan, Ahmet T.

AU - Seker, Huseyin

PY - 2011

Y1 - 2011

KW - FPGA

KW - GPP

KW - GPU

KW - K-means

KW - Microarray

UR - https://www.scopus.com/pages/publications/84856932694

UR - https://www.scopus.com/pages/publications/84856932694#tab=citedBy

U2 - 10.1109/ReConFig.2011.49

DO - 10.1109/ReConFig.2011.49

M3 - Conference contribution

AN - SCOPUS:84856932694

SN - 9780769545516

T3 - Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011

SP - 475

EP - 480

BT - Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011

Y2 - 30 November 2011 through 2 December 2011

ER -

Hussain HM, Benkrid K, Erdogan AT, Seker H. Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs. In Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011. 2011. p. 475-480. 6128622. (Proceedings - 2011 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2011). doi: 10.1109/ReConFig.2011.49

Highly parameterized K-means clustering on FPGAs: Comparative results with GPPs and GPUs

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Keywords

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