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Volumn 23, Issue , 2013, Pages 192-211

High performance big data clustering

Author keywords

big data; clustering; density based clustering; hierarchical clustering

Indexed keywords


EID: 84895107082     PISSN: 09275452     EISSN: None     Source Type: Book Series    
DOI: 10.3233/978-1-61499-322-3-192     Document Type: Article
Times cited : (7)

References (63)
  • 3
    • 80054957901 scopus 로고    scopus 로고
    • Parallel pairwise statistical significance estimation of local sequence alignment using message passing interface library
    • Ankit Agrawal, Sanchit Misra, Daniel Honbo, et al. Parallel pairwise statistical significance estimation of local sequence alignment using message passing interface library. Concurrency and Computation: Practice and Experience, 23(17):2269-2279, 2011.
    • (2011) Concurrency and Computation: Practice and Experience , vol.23 , Issue.17 , pp. 2269-2279
    • Agrawal, A.1    Misra, S.2    Honbo, D.3
  • 5
    • 84937431201 scopus 로고    scopus 로고
    • Experiments in parallel clustering with DBSCAN
    • Springer, LNCS
    • D. Arlia and M. Coppola. Experiments in parallel clustering with DBSCAN. In Euro-Par 2001 Parallel Processing, pages 326-331. Springer, LNCS, 2001.
    • (2001) Euro-Par 2001 Parallel Processing , pp. 326-331
    • Arlia, D.1    Coppola, M.2
  • 7
    • 0016557674 scopus 로고
    • Multidimensional binary search trees used for associative searching
    • J.L. Bentley. Multidimensional binary search trees used for associative searching. Communications of the ACM, 18(9):509-517, 1975.
    • (1975) Communications of the ACM , vol.18 , Issue.9 , pp. 509-517
    • Bentley, J.L.1
  • 8
    • 34547527938 scopus 로고    scopus 로고
    • The recycling of gas and metals in galaxy formation: Predictions of a dynamical feedback model
    • S. Bertone, G. De Lucia, and P.A. Thomas. The recycling of gas and metals in galaxy formation: predictions of a dynamical feedback model. Monthly Notices of the Royal Astronomical Society, 379(3):1143-1154, 2007.
    • (2007) Monthly Notices of the Royal Astronomical Society , vol.379 , Issue.3 , pp. 1143-1154
    • Bertone, S.1    De Lucia, G.2    Thomas, P.A.3
  • 9
    • 33846024749 scopus 로고    scopus 로고
    • ST-DBSCAN: An algorithm for clustering spatial-temporal data
    • D. Birant and A. Kut. ST-DBSCAN: An algorithm for clustering spatial-temporal data. Data & Knowledge Engineering, 60(1):208-221, 2007.
    • (2007) Data & Knowledge Engineering , vol.60 , Issue.1 , pp. 208-221
    • Birant, D.1    Kut, A.2
  • 14
    • 0036563865 scopus 로고    scopus 로고
    • High-performance data mining with skeleton-based structured parallel programming
    • M. Coppola and M. Vanneschi. High-performance data mining with skeleton-based structured parallel programming. Parallel Computing, 28(5):793-813, 2002.
    • (2002) Parallel Computing , vol.28 , Issue.5 , pp. 793-813
    • Coppola, M.1    Vanneschi, M.2
  • 16
    • 35048899401 scopus 로고    scopus 로고
    • Efficient parallel hierarchical clustering
    • Marco Danelutto, Marco Vanneschi, and Domenico Laforenza, editors Springer Berlin/Heidelberg
    • Manoranjan Dash, Simona Petrutiu, and Peter Scheuermann. Efficient parallel hierarchical clustering. In Marco Danelutto, Marco Vanneschi, and Domenico Laforenza, editors, Euro-Par 2004 Parallel Processing, volume 3149 of Lecture Notes in Computer Science, pages 363-371. Springer Berlin/Heidelberg, 2004.
    • (2004) Euro-Par 2004 Parallel Processing 3149 of Lecture Notes in Computer Science , pp. 363-371
    • Dash, M.1    Petrutiu, S.2    Scheuermann, P.3
  • 18
    • 19844371026 scopus 로고    scopus 로고
    • A novel parallelization approach for hierarchical clustering
    • Zhihua Du and Feng Lin. A novel parallelization approach for hierarchical clustering. Parallel Computing, 31(5):523-527, 2005.
    • (2005) Parallel Computing , vol.31 , Issue.5 , pp. 523-527
    • Du, Z.1    Lin, F.2
  • 20
    • 0002283033 scopus 로고    scopus 로고
    • From data mining to knowledge discovery in databases
    • U. Fayyad, G. Piatetsky-Shapiro, and P. Smyth. From data mining to knowledge discovery in databases. AI magazine, 17(3):37, 1996.
    • (1996) AI Magazine , vol.17 , Issue.3 , pp. 37
    • Fayyad, U.1    Shapiro, G.P.2    Smyth, P.3
  • 21
    • 80052069648 scopus 로고    scopus 로고
    • Research on parallel DBSCAN algorithm design based on mapreduce
    • Y.X. Fu,W.Z. Zhao, and H.F. Ma. Research on parallel DBSCAN algorithm design based on mapreduce. Advanced Materials Research, 301:1133-1138, 2011.
    • (2011) Advanced Materials Research , vol.301 , pp. 1133-1138
    • Fu, Y.X.1    Zhao, W.Z.2    Ma, H.F.3
  • 29
    • 84883010742 scopus 로고    scopus 로고
    • Dynamic load balancing and scheduling for parallel power system dynamic contingency analysis
    • Springer-Verlag Inc.
    • S. K. Khaitan and J. D. McCalley. Dynamic load balancing and scheduling for parallel power system dynamic contingency analysis. In High Performance Computing in Power and Energy Systems, pages 189-209. Springer-Verlag Inc., 2012.
    • (2012) High Performance Computing in Power and Energy Systems , pp. 189-209
    • Khaitan, S.K.1    McCalley, J.D.2
  • 31
    • 84878370982 scopus 로고    scopus 로고
    • Proactive task scheduling and stealing in master-slave based load balancing for parallel contingency analysis
    • Siddhartha Kumar Khaitan, James D. McCalley, and Arun Somani. Proactive task scheduling and stealing in master-slave based load balancing for parallel contingency analysis. Electric Power Systems Research, 103(0):9-15, 2013.
    • (2013) Electric Power Systems Research , vol.103 , pp. 9-15
    • Khaitan, S.K.1    McCalley, J.D.2    Somani, A.3
  • 32
    • 84895169007 scopus 로고    scopus 로고
    • Halo and galaxy formation histories from the millennium simulation: Public release of a VO-oriented and SQL-queryable database for studying the evolution of galaxies in the LambdaCDM cosmogony
    • G. Lemson and the Virgo Consortium. Halo and galaxy formation histories from the millennium simulation: Public release of a VO-oriented and SQL-queryable database for studying the evolution of galaxies in the LambdaCDM cosmogony. Arxiv preprint astro-ph/0608019, 2006.
    • (2006) Arxiv Preprint astro-ph/0608019
    • Lemson, G.1    Consortium, T.V.2
  • 36
    • 77955118855 scopus 로고    scopus 로고
    • A scalable parallel union-find algorithm for distributed memory computers
    • Springer, LNCS
    • F. Manne and M. Patwary. A scalable parallel union-find algorithm for distributed memory computers. In Parallel Processing and Applied Mathematics, pages 186-195. Springer, LNCS, 2010.
    • (2010) Parallel Processing and Applied Mathematics , pp. 186-195
    • Manne, F.1    Patwary, M.2
  • 39
    • 63649108643 scopus 로고    scopus 로고
    • Unsupervised satellite image segmentation by combining SA based fuzzy clustering with support vector machine
    • A. Mukhopadhyay and U. Maulik. Unsupervised satellite image segmentation by combining SA based fuzzy clustering with support vector machine. In Proceedings of 7th ICAPR'09, pages 381-384. IEEE, 2009.
    • (2009) Proceedings of 7th ICAPR'09 , pp. 381-384
    • Mukhopadhyay, A.1    Maulik, U.2
  • 42
    • 80052589525 scopus 로고    scopus 로고
    • Architectures for simultaneous coding and encryption using chaotic maps
    • Amit Pande, Joseph Zambreno, and Prasant Mohapatra. Architectures for simultaneous coding and encryption using chaotic maps. In ISVLSI, pages 351-352, 2011.
    • (2011) ISVLSI , pp. 351-352
    • Pande, A.1    Zambreno, J.2    Mohapatra, P.3
  • 43
    • 56349158295 scopus 로고    scopus 로고
    • A simple and fast algorithm for K-medoids clustering
    • H.S. Park and C.H. Jun. A simple and fast algorithm for K-medoids clustering. Expert Systems with Applications, 36(2):3336-3341, 2009.
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 3336-3341
    • Park, H.S.1    Jun, C.H.2
  • 50
    • 84864852090 scopus 로고    scopus 로고
    • Domain decomposition based high performance parallel computing
    • M. Raju and S. K. Khaitan. Domain decomposition based high performance parallel computing. Intl. J. Computer Science Issues, 5:691-704, 2009.
    • (2009) Intl. J. Computer Science Issues , vol.5 , pp. 691-704
    • Raju, M.1    Khaitan, S.K.2
  • 51
    • 85015498034 scopus 로고    scopus 로고
    • Implementation of shared memory sparse direct solvers for three dimensional finite element codes
    • M. Raju and S. K. Khaitan. Implementation of shared memory sparse direct solvers for three dimensional finite element codes. J. of Computing, 1(8):699-706, 2010.
    • (2010) J. of Computing , vol.1 , Issue.8 , pp. 699-706
    • Raju, M.1    Khaitan, S.K.2
  • 52
    • 0034133653 scopus 로고    scopus 로고
    • WaveCluster: A wavelet-based clustering approach for spatial data in very large databases
    • G. Sheikholeslami, S. Chatterjee, and A. Zhang. WaveCluster: a wavelet-based clustering approach for spatial data in very large databases. The VLDB Journal, 8(3):289-304, 2000.
    • (2000) The VLDB Journal , vol.8 , Issue.3 , pp. 289-304
    • Sheikholeslami, G.1    Chatterjee, S.2    Zhang, A.3
  • 53
    • 0002663098 scopus 로고
    • Slink: An optimally efficient algorithm for the single-link cluster method
    • Robert Sibson. Slink: An optimally efficient algorithm for the single-link cluster method. The Computer Journal, 16(1):30-34, 1973.
    • (1973) The Computer Journal , vol.16 , Issue.1 , pp. 30-34
    • Sibson, R.1
  • 54
    • 84856104705 scopus 로고    scopus 로고
    • Performance analysis of intel multiprocessors using astrophysics simulations
    • February
    • Tyler A. Simon, William A. Ward, Jr., and Alan P. Boss. Performance analysis of intel multiprocessors using astrophysics simulations. Concurr. Comput. : Pract. Exper., 24(2):155-166, February 2012.
    • (2012) Concurr. Comput. : Pract. Exper. , vol.24 , Issue.2 , pp. 155-166
    • Simon, T.A.1    Ward Jr., W.A.2    Boss, A.P.3
  • 57
    • 0018455018 scopus 로고
    • A class of algorithms which require nonlinear time to maintain disjoint sets
    • R.E. Tarjan. A class of algorithms which require nonlinear time to maintain disjoint sets. Journal of computer and system sciences, 18(2):110-127, 1979.
    • (1979) Journal of Computer and System Sciences , vol.18 , Issue.2 , pp. 110-127
    • Tarjan, R.E.1
  • 59
    • 22844454592 scopus 로고    scopus 로고
    • A fast parallel clustering algorithm for large spatial databases
    • X. Xu, J. J̈ager, and H.P. Kriegel. A fast parallel clustering algorithm for large spatial databases. High Performance Data Mining, pages 263-290, 2002.
    • (2002) High Performance Data Mining , pp. 263-290
    • Xu, X.1    J̈ager, J.2    Kriegel, H.P.3
  • 60
    • 79954524892 scopus 로고    scopus 로고
    • Gboost: A gpu-based tool for detecting genegene interactions in genomewide case control studies
    • Ling Sing Yung, Can Yang, Xiang Wan, and Weichuan Yu. Gboost: a gpu-based tool for detecting genegene interactions in genomewide case control studies. Bioinformatics, 27(9):1309-1310, 2011.
    • (2011) Bioinformatics , vol.27 , Issue.9 , pp. 1309-1310
    • Yung, L.S.1    Yang, C.2    Wan, X.3    Yu, W.4
  • 61
    • 0030157145 scopus 로고    scopus 로고
    • BIRCH: An efficient data clustering method for very large databases
    • ACM
    • T. Zhang, R. Ramakrishnan, and M. Livny. BIRCH: an efficient data clustering method for very large databases. In ACM SIGMOD Record, volume 25(2), pages 103-114. ACM, 1996.
    • (1996) ACM SIGMOD Record , vol.25 , Issue.2 , pp. 103-114
    • Zhang, T.1    Ramakrishnan, R.2    Livny, M.3
  • 62
    • 84859311349 scopus 로고    scopus 로고
    • Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power
    • Y. Zhang, S. Misra, A. Agrawal, et al. Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power. BMC Bioinformatics, 13(Suppl 3):S1, 2012.
    • (2012) BMC Bioinformatics , vol.13 S1 , Issue.SUPPL. 3
    • Zhang, Y.1    Misra, S.2    Agrawal, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.