{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T02:52:46Z","timestamp":1726195966131},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,9,10]],"date-time":"2013-09-10T00:00:00Z","timestamp":1378771200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Distrib Parallel Databases"],"published-print":{"date-parts":[[2014,9]]},"DOI":"10.1007\/s10619-013-7134-6","type":"journal-article","created":{"date-parts":[[2013,9,9]],"date-time":"2013-09-09T12:28:20Z","timestamp":1378729700000},"page":"377-403","source":"Crossref","is-referenced-by-count":23,"title":["PCA for large data sets with parallel data summarization"],"prefix":"10.1007","volume":"32","author":[{"given":"Carlos","family":"Ordonez","sequence":"first","affiliation":[]},{"given":"Naveen","family":"Mohanam","sequence":"additional","affiliation":[]},{"given":"Carlos","family":"Garcia-Alvarado","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2013,9,10]]},"reference":[{"key":"7134_CR1","first-page":"1087","volume-title":"Proc. ACM SIGMOD Conference","author":"J.A. Blakeley","year":"2008","unstructured":"Blakeley, J.A., Rao, V., Kunen, I., Prout, A., Henaire, M., Kleinerman, C.: .NET database programmability and extensibility in Microsoft SQL server. In: Proc. ACM SIGMOD Conference, pp.\u00a01087\u20131098 (2008)"},{"key":"7134_CR2","volume-title":"Proc. ACM SIGMOD Conference","author":"G.P. Brown","year":"2010","unstructured":"Brown, G.P.: Overview of SciDB: large scale array storage, processing and analysis. In: Proc. ACM SIGMOD Conference (2010)"},{"issue":"13","key":"7134_CR3","doi-asserted-by":"crossref","first-page":"1573","DOI":"10.1002\/cpe.1301","volume":"20","author":"A. Buttari","year":"2008","unstructured":"Buttari, A., Langou, J., Kurzak, J., Dongarra, J.: Parallel tiled QR factorization for multicore architectures. Concurr. Comput. 20(13), 1573\u20131590 (2008)","journal-title":"Concurr. Comput."},{"key":"7134_CR4","first-page":"281","volume-title":"Proc. NIPS Conference","author":"C.T. Chu","year":"2006","unstructured":"Chu, C.T., Kim, S.K., Lin, Y.A., Yu, Y., Bradski, G.R., Ng, A.Y., Olukotun, K.: Map-reduce for machine learning on multicore. In: Proc. NIPS Conference, pp.\u00a0281\u2013288 (2006)"},{"issue":"1","key":"7134_CR5","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J. Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"7134_CR6","doi-asserted-by":"crossref","DOI":"10.1137\/1.9781611971446","volume-title":"Applied Numerical Linear Algebra","author":"J.W. Demmel","year":"1997","unstructured":"Demmel, J.W.: Applied Numerical Linear Algebra, 1st\u00a0edn. SIAM, Philadelphia (1997)","edition":"1"},{"key":"7134_CR7","doi-asserted-by":"crossref","DOI":"10.1137\/1.9780898719611","volume-title":"Numerical Linear Algebra for High-Performance Computers","author":"J. Dongarra","year":"1998","unstructured":"Dongarra, J., Duff, I.S., Sorensen, D.C., van der Vost, H.A.: Numerical Linear Algebra for High-Performance Computers. SIAM, Philadelphia (1998)"},{"key":"7134_CR8","unstructured":"Eddelbuettel, D.: Benchmarking single-and multi-core BLAS implementations and GPUs for use with R. Mathematica (2010)"},{"key":"7134_CR9","volume-title":"Database Systems: The Complete Book","author":"H. Garcia-Molina","year":"2001","unstructured":"Garcia-Molina, H., Ullman, J.D., Widom, J.: Database Systems: The Complete Book, 1st\u00a0edn. Prentice Hall, New York (2001)","edition":"1"},{"issue":"5","key":"7134_CR10","doi-asserted-by":"crossref","first-page":"2580","DOI":"10.1137\/100804139","volume":"33","author":"N.H. Halko","year":"2011","unstructured":"Halko, N.H., Martinsson, P.-G., Shkolnisky, Y., Tygert, M.: An algorithm for the principal component analysis of large data sets. SIAM J. Sci. Comput. 33(5), 2580\u20132594 (2011)","journal-title":"SIAM J. Sci. Comput."},{"key":"7134_CR11","volume-title":"Data Mining: Concepts and Techniques","author":"J. Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data Mining: Concepts and Techniques, 2nd\u00a0edn. Morgan Kaufmann, San Francisco (2006)","edition":"2"},{"key":"7134_CR12","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21606-5","volume-title":"The Elements of Statistical Learning","author":"T. Hastie","year":"2001","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.H.: The Elements of Statistical Learning, 1st\u00a0edn. Springer, New York (2001)","edition":"1"},{"issue":"12","key":"7134_CR13","doi-asserted-by":"crossref","first-page":"1700","DOI":"10.14778\/2367502.2367510","volume":"5","author":"J. Hellerstein","year":"2012","unstructured":"Hellerstein, J., Re, C., Schoppmann, F., Wang, D.Z., et al.: The MADlib analytics library or MAD skills, the SQL. Proc. VLDB Endow. 5(12), 1700\u20131711 (2012)","journal-title":"Proc. VLDB Endow."},{"key":"7134_CR14","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1145\/276304.276320","volume-title":"Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data (SIGMOD \u201998)","author":"K.V.R. Kanth","year":"1998","unstructured":"Kanth, K.V.R., Agrawal, D., Singh, A.: Dimensionality reduction for similarity searching in dynamic databases. In: Proceedings of the 1998 ACM SIGMOD International Conference on Management of Data (SIGMOD \u201998), pp.\u00a0166\u2013176. ACM, New York (1998)"},{"key":"7134_CR15","volume-title":"Proc. SAS Global Forum","author":"K. Krycha","year":"2013","unstructured":"Krycha, K., Wexler, J.: Sas and teradata in-database model development using the business example of churn modeling. In: Proc. SAS Global Forum (2013). Paper id 087"},{"issue":"10","key":"7134_CR16","doi-asserted-by":"crossref","first-page":"1176","DOI":"10.1109\/TPDS.2006.136","volume":"17","author":"C. Kyriacou","year":"2006","unstructured":"Kyriacou, C., Evripidou, P., Trancoso, P.: Data-driven multithreading using conventional microprocessors. IEEE Trans. Parallel Distrib. Syst. 17(10), 1176\u20131188 (2006)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"7134_CR17","first-page":"1","volume-title":"Proc. of IEEE International Symposium on Parallel & Distributed Processing","author":"S. Lahabar","year":"2009","unstructured":"Lahabar, S., Narayanan, P.J.: Singular value decomposition on GPU using CUDA. In: Proc. of IEEE International Symposium on Parallel & Distributed Processing, pp.\u00a01\u201310 (2009)"},{"key":"7134_CR18","first-page":"873","volume-title":"Proc. ACM SIGMOD Conference","author":"C. Luo","year":"2005","unstructured":"Luo, C., Thakkar, H., Wang, H., Zaniolo, C.: A native extension of SQL for mining data streams. In: Proc. ACM SIGMOD Conference, pp.\u00a0873\u2013875 (2005)"},{"key":"7134_CR19","volume-title":"KDD Workshop on Data Mining Using Tensors and Matrices","author":"M. Navas","year":"2009","unstructured":"Navas, M., Ordonez, C.: Efficient computation of PCA with SVD in SQL. In: KDD Workshop on Data Mining Using Tensors and Matrices (2009), Article No.\u00a05"},{"issue":"12","key":"7134_CR20","doi-asserted-by":"crossref","first-page":"1752","DOI":"10.1109\/TKDE.2010.44","volume":"22","author":"C. Ordonez","year":"2010","unstructured":"Ordonez, C.: Statistical model computation with UDFs. IEEE Trans. Knowl. Data Eng. 22(12), 1752\u20131765 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"7134_CR21","first-page":"559","volume-title":"Proc. ACM SIGMOD Conference","author":"C. Ordonez","year":"2000","unstructured":"Ordonez, C., Cereghini, P.: SQLEM: fast clustering in SQL using the EM algorithm. In: Proc. ACM SIGMOD Conference, pp. 559\u2013570 (2000)"},{"key":"7134_CR22","volume-title":"Proc. ACM CIKM Conference","author":"C. Ordonez","year":"2012","unstructured":"Ordonez, C., Mohanam, N., Garcia-Alvarado, C., Tosic, P.T., Martinez, E.: Fast PCA computation in a DBMS with aggregate UDFs and LAPACK. In: Proc. ACM CIKM Conference (2012)"},{"issue":"1","key":"7134_CR23","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1109\/TPDS.2011.103","volume":"23","author":"F. Ries","year":"2012","unstructured":"Ries, F., DeMarco, T., Guerrieri, R.: Triangular matrix inversion on heterogeneous multicore systems. IEEE Trans. Parallel Distrib. Syst. 23(1), 177\u2013184 (2012)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"issue":"1","key":"7134_CR24","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1145\/1629175.1629197","volume":"53","author":"M. Stonebraker","year":"2010","unstructured":"Stonebraker, M., Abadi, D., DeWitt, D.J., Madden, S., Paulson, E., Pavlo, A., Rasin, A.: MapReduce and parallel DBMSs: friends or foes? Commun. ACM 53(1), 64\u201371 (2010)","journal-title":"Commun. ACM"}],"container-title":["Distributed and Parallel Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-013-7134-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10619-013-7134-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-013-7134-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T15:29:51Z","timestamp":1559230191000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10619-013-7134-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9,10]]},"references-count":24,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2014,9]]}},"alternative-id":["7134"],"URL":"https:\/\/doi.org\/10.1007\/s10619-013-7134-6","relation":{},"ISSN":["0926-8782","1573-7578"],"issn-type":[{"value":"0926-8782","type":"print"},{"value":"1573-7578","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,9,10]]}}}