{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T10:09:44Z","timestamp":1756634984113},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2006,6,1]],"date-time":"2006-06-01T00:00:00Z","timestamp":1149120000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2006,6]]},"DOI":"10.1007\/s11227-006-8294-1","type":"journal-article","created":{"date-parts":[[2006,6,5]],"date-time":"2006-06-05T09:52:21Z","timestamp":1149501141000},"page":"219-234","source":"Crossref","is-referenced-by-count":38,"title":["Hierarchical parallel processing of large scale data clustering on a PC cluster with GPU co-processing"],"prefix":"10.1007","volume":"36","author":[{"given":"Hiroyuki","family":"Takizawa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroaki","family":"Kobayashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8294_CR1","doi-asserted-by":"crossref","first-page":"1079","DOI":"10.1016\/S0167-8191(02)00109-6","volume":"28","author":"HM Abbas","year":"2002","unstructured":"Abbas HM, Bayoumi MM (2002) Parallel Codebook Design for Vector Quantization on a Message Passing MIMD architecture. Parallel Computing 28:1079\u20131093","journal-title":"Parallel Computing"},{"key":"8294_CR2","volume-title":"Cluster Analysis for Applications","author":"M Anderberg","year":"1973","unstructured":"Anderberg M (1973) Cluster Analysis for Applications. Academic Press Inc, NY and London"},{"key":"8294_CR3","unstructured":"Bohn C-A (1998) Kohonen Feature Mapping Through Graphics Hardware. Computational Intelligence and Neuroscience"},{"key":"8294_CR4","unstructured":"Buck I (2005) Taking the Plunge into GPU Computing. In: GPU Gems 2: Programming Techniques for High-performance Graphics and General-purpose Computation. Addison-Wesley, pp 509\u2013519"},{"key":"8294_CR5","volume-title":"Cluster Analysis","author":"B Everitt","year":"2001","unstructured":"Everitt B, Landau S, Leese M (2001) Cluster Analysis. 4th edn. Oxford University Press Inc., NY","edition":"4th edn."},{"key":"8294_CR6","unstructured":"Fan Z, Qiu F, Kaufman A, Yoakum-Stover S (2004) GPU Cluster for High Performance Computing. In: The ACM\/IEEE SC2004 Conference (SC\u201904)"},{"key":"8294_CR7","unstructured":"Fayyad U, Haussler D, Stolorz P (1996) KDD for Science Data Analysis: Issues and Examples. In: The Second International Conference on Knowledge Discovery and Data mining (KDD-96)"},{"key":"8294_CR8","first-page":"768","volume":"21","author":"E Forgy","year":"1965","unstructured":"Forgy E (1965) Cluster Analysis of Multivariate Data: Efficiency vs. Interpretability of Classification. Biometrics 21:768\u2013769 (Abstract)","journal-title":"Biometrics"},{"key":"8294_CR9","doi-asserted-by":"crossref","unstructured":"Gersho A, Gray R (1992) Vector Quantization and Signal Compression. Kluwer, Norwell, MA","DOI":"10.1007\/978-1-4615-3626-0"},{"key":"8294_CR10","unstructured":"Gierlinger T, Prabhu P (2004) Towards Load Balanced Computations using GPU and CPU. In: 2004 ACM Workshop on General-Purpose Computing on Graphics Processors (GP2), p C-14"},{"key":"8294_CR11","unstructured":"Hall JD, Hart J (2004) GPU Acceleration of Interactive Clustering. In: ACM Workshop on General-Purpose Computing on Graphics Processors, p C-6"},{"key":"8294_CR12","doi-asserted-by":"crossref","unstructured":"Kilgariff E, Fernando R (2005) The GeForce 6 series GPU architecture. In: GPU Gems 2: Programming Techniques for High-performance graphics and general-purpose computation. Addison-Wesley, pp 471\u2013491","DOI":"10.1145\/1198555.1198767"},{"key":"8294_CR13","unstructured":"Kobayashi K, Kiyoshita M, Onodera H, Tamaru K (1997) A Memory-based Parallel Processor for Vectror Quantization: FMPP-VQ. IEICE Trans. Electron E80-C(7):970\u2013975"},{"key":"8294_CR14","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97610-0","volume-title":"Self-Organizing Maps","author":"T Kohonen","year":"1995","unstructured":"Kohonen T (1995) Self-Organizing Maps. Springer-Verlag, New York"},{"issue":"1","key":"8294_CR15","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1109\/TCOM.1980.1094577","volume":"COM-28","author":"Y Linde","year":"1980","unstructured":"Linde Y, Buzo A, Gray R (1980) An Algorithm for Vector Quantizer Design. IEEE Transactions on Communications COM-28(1):84\u201395","journal-title":"IEEE Transactions on Communications"},{"issue":"10","key":"8294_CR16","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1109\/MC.2003.1236476","volume":"36","author":"M Macedonia","year":"2003","unstructured":"Macedonia M (2003) The GPU enters computing\u2019s mainstream. IEEE Computers 36(10):106\u2013108","journal-title":"IEEE Computers"},{"key":"8294_CR17","unstructured":"MacQueen J (1967) Some methods for classification and analysis of multivariate observations. In: The Fifth Berkley Symposium on Mathematical Statistics and Probability vol 1, pp 281\u2013297"},{"issue":"1","key":"8294_CR18","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1109\/83.481678","volume":"5","author":"M Manohar","year":"1996","unstructured":"Manohar M, Tilton J (1996) Progressive Vector Quantization on a Massively Parallel SIMD machine with Application to Multispectral Image Data. IEEE Transactions on Image Processing 5(1):142\u2013147","journal-title":"IEEE Transactions on Image Processing"},{"key":"8294_CR19","unstructured":"Moreland K, Angel E (2003) The FFT on a GPU. In: SIGGRAPH\/Eurographics Workshop on Graphics Hardware 2003 Proceedings, pp 112\u2013119"},{"key":"8294_CR20","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/0031-3203(80)90039-4","volume":"12","author":"M Murty","year":"1980","unstructured":"Murty M, Krishna G (1980) A computationally efficient technique for data clustering. Pattern Recognition 12:153\u2013158","journal-title":"Pattern Recognition"},{"key":"8294_CR21","unstructured":"Owens J (2005) Streaming Architextures and Technology Trends. In: GPU Gems 2: Programming Techniques for High-Performance Graphics and General-Purpose Computation. Addison-Wesley, pp 457\u2013470"},{"issue":"1","key":"8294_CR22","first-page":"104","volume":"43","author":"K Parhi","year":"1994","unstructured":"Parhi K, Wu F, Genesan K (1994) Sequential and Parallel Neural Network Vector Quantizers. IEEE Trans. Computers 43(1):104\u2013109","journal-title":"Computers"},{"key":"8294_CR23","doi-asserted-by":"crossref","first-page":"1219","DOI":"10.1016\/S0893-6080(01)00104-6","volume":"14","author":"G Patan\u00e9","year":"2001","unstructured":"Patan\u00e9 G, Russo M (2001) The Enhanced LBG Algorithm. Neural Networks 14:1219\u20131237","journal-title":"Neural Networks"},{"key":"8294_CR24","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1007\/978-3-540-30566-8_5","volume":"3358","author":"H Takizawa","year":"2004","unstructured":"Takizawa H, Kobayashi H (2004) Multi-Grain Parallel Processing of Data Clustering on Programmable Graphics Hardware. In: The 2nd International Symposium on Parallel and Distributed Processing and Applications (ISPA\u201904), 3358:16\u201327","journal-title":"The 2nd International Symposium on Parallel and Distributed Processing and Applications (ISPA\u201904)"},{"key":"8294_CR25","unstructured":"Thompson CJ, Hahn S, Oskin M (2002) Using Modern Graphics Architectures for General-Purpose Computing: A Fram ework and Analysis\u2019. In: International Symposium on Microarchitecture(MICRO), Turkey."},{"key":"8294_CR26","unstructured":"Woo M, Neider J, Davis T, Shreiner D (1999) OpenGL Programming Guide: The Official Guide to Learning openGL, Version 1.2, 3rd edn. Addison-Wesley"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-006-8294-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-006-8294-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-006-8294-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T06:23:55Z","timestamp":1559370235000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-006-8294-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,6]]},"references-count":26,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2006,6]]}},"alternative-id":["8294"],"URL":"https:\/\/doi.org\/10.1007\/s11227-006-8294-1","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,6]]}}}