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Volumn 18, Issue , 2009, Pages 311-340

Parallel data mining from multicore to cloudy grids

Author keywords

CCR; Clustering; MapReduce; MPI; Multidimensional Scaling; Performance

Indexed keywords


EID: 84906534654     PISSN: 09275452     EISSN: None     Source Type: Book Series    
DOI: 10.3233/978-1-60750-073-5-311     Document Type: Conference Paper
Times cited : (15)

References (47)
  • 1
    • 77951291013 scopus 로고    scopus 로고
    • SPMD model: Past, present and future, recent advances in parallel virtual machine and message passing interface
    • F. Darema, SPMD model: past, present and future, Recent Advances in Parallel Virtual Machine and Message Passing Interface, 8th European PVM/MPI Users' Group Meeting, Santorini/Thera, Greece, 2001
    • (2001) 8th European PVM/MPI Users' Group Meeting, Santorini/Thera, Greece
    • Darema, F.1
  • 2
    • 84906561382 scopus 로고    scopus 로고
    • MPI (Message Passing Interface)
    • MPI (Message Passing Interface), http://www-unix.mcs.anl.gov/mpi/
  • 3
    • 37549003336 scopus 로고    scopus 로고
    • Mapreduce: Simplified data processing on large clusters
    • Jan.
    • J. Dean and S. Ghemawat, Mapreduce: Simplified data processing on large clusters, ACM Commun., vol. 51, Jan. 2008, pp. 107-113.
    • (2008) ACM Commun. , vol.51 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 5
    • 51249088913 scopus 로고    scopus 로고
    • Workflow in grid systems concurrency and computation
    • Aug, Editorial of special issue prepared from GGF10 Berlin
    • Dennis Gannon and Geoffrey Fox, Workflow in Grid Systems Concurrency and Computation: Practice & Experience 18 (10), 1009-19 (Aug 2006), Editorial of special issue prepared from GGF10 Berlin
    • (2006) Practice & Experience , vol.18 , Issue.10 , pp. 1009-1019
    • Gannon, D.1    Fox, G.2
  • 6
    • 84906561386 scopus 로고    scopus 로고
    • Taverna Open Source Workflow code produced by OMII-OK
    • Taverna Open Source Workflow code produced by OMII-OK http://taverna.sourceforge.net/
  • 7
    • 56049109090 scopus 로고    scopus 로고
    • Map-reduce for machine learning on multicore
    • B. Scholkopf, J. Platt, and T. Hoffman, editors, MIT Press, Cambridge, MA
    • C. Chu, S. Kim, Y. Lin, Y. Yu, G. Bradski, A. Ng, and K. Olukotun. Map-reduce for machine learning on multicore. In B. Scholkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19, pages 281-288. MIT Press, Cambridge, MA, 2007
    • (2007) Advances in Neural Information Processing Systems , vol.19 , pp. 281-288
    • Chu, C.1    Kim, S.2    Lin, Y.3    Yu, Y.4    Bradski, G.5    Ng, A.6    Olukotun, K.7
  • 10
    • 84906561379 scopus 로고    scopus 로고
    • Parallel multidimensional scaling performance on multicore systems at workshop on advances in high-performance e-science middleware and applications
    • Indianapolis IN December 7-12 2008
    • Seung-Hee Bae Parallel Multidimensional Scaling Performance on Multicore Systems at workshop on Advances in High-Performance E-Science Middleware and Applications in Proceedings of eScience 2008 Indianapolis IN December 7-12 2008 http://grids.ucs.indiana.edu/ptliupages/publications/eScience2008-bae3.pdf
    • Proceedings of EScience 2008
    • Bae, S.-H.1
  • 15
    • 84906561369 scopus 로고    scopus 로고
    • Home Page for SALSA Project at Indiana University
    • Home Page for SALSA Project at Indiana University http://www.infomall. org/salsa.
  • 16
    • 0000389568 scopus 로고
    • Statistical mechanics and phase transitions in clustering
    • Kenneth Rose, Eitan Gurewitz, and Geoffrey C. Fox Statistical mechanics and phase transitions in clustering Phys. Rev. Lett. 65, 945-948 (1990)
    • (1990) Phys. Rev. Lett. , vol.65 , pp. 945-948
    • Rose, K.1    Gurewitz, E.2    Fox, G.C.3
  • 17
    • 0032202775 scopus 로고    scopus 로고
    • Deterministic annealing for clustering, compression, classification, regression, and related optimization problems
    • Nov
    • Rose, K. Deterministic annealing for clustering, compression, classification, regression, and related optimization problems, Proceedings of the IEEE Vol. 86, pages 2210-2239, Nov 1998
    • (1998) Proceedings of the IEEE , vol.86 , pp. 2210-2239
    • Rose, K.1
  • 19
    • 84906561371 scopus 로고    scopus 로고
    • Apache Hadoop
    • Apache Hadoop, http://hadoop.apache.org/core/
  • 20
    • 84906561373 scopus 로고    scopus 로고
    • Microsoft Robotics Studio is a Windows-based environment that includes end-to-end Robotics Development Platform, lightweight service-oriented runtime, and a scalable and extensible platform For details
    • Microsoft Robotics Studio is a Windows-based environment that includes end-to-end Robotics Development Platform, lightweight service-oriented runtime, and a scalable and extensible platform. For details, see http://msdn.microsoft. com/robotics/
  • 23
    • 84906561376 scopus 로고    scopus 로고
    • Disco project
    • Disco project, http://discoproject.org/
  • 24
    • 84906561361 scopus 로고    scopus 로고
    • Erlang programming language
    • Erlang programming language, http://www.erlang.org/
  • 25
    • 33746099222 scopus 로고    scopus 로고
    • NaradaBrokering: A distributed middleware framework and architecture for enabling durable peer-to-peer grids
    • S. Pallickara and G. Fox, "NaradaBrokering: A Distributed Middleware Framework and Architecture for Enabling Durable Peer-to-Peer Grids, " Middleware 2003, pp. 41-61.
    • (2003) Middleware , pp. 41-61
    • Pallickara, S.1    Fox, G.2
  • 27
  • 28
    • 62749127314 scopus 로고    scopus 로고
    • Map-reduce for data intensive scientific analyses
    • Indianapolis. 2008. December 7-12 2008
    • Jaliya Ekanayake, Shrideep Pallickara, and Geoffrey Fox Map-Reduce for Data Intensive Scientific Analyses Proceedings of the IEEE International Conference on e-Science. Indianapolis. 2008. December 7-12 2008 http://grids.ucs.indiana.edu/ptliupages/publications/ekanayake-MapReduce.pdf
    • Proceedings of the IEEE International Conference on E-Science
    • Ekanayake, J.1    Pallickara, S.2    Fox, G.3
  • 29
    • 0003844974 scopus 로고    scopus 로고
    • PhD thesis, Neural Computing Research Group, Aston University, Birmingham, U.K.
    • M. Svenśen. GTM: The Generative Topographic Mapping. PhD thesis, Neural Computing Research Group, Aston University, Birmingham, U.K., 1998.
    • (1998) GTM: The Generative Topographic Mapping
    • Svenśen, M.1
  • 33
    • 0039305819 scopus 로고
    • Applications of convex analysis to multidimensional scaling
    • J. de Leeuw. Applications of convex analysis to multidimensional scaling. Recent Developments in Statistics, pages 133-145, 1977.
    • (1977) Recent Developments in Statistics , pp. 133-145
    • De Leeuw, J.1
  • 34
    • 0003165345 scopus 로고
    • Convergence of the majorization method for multidimensional scaling
    • J. de Leeuw. Convergence of the majorization method for multidimensional scaling. Journal of Classification, 5(2):163-180, 1988.
    • (1988) Journal of Classification , vol.5 , Issue.2 , pp. 163-180
    • De Leeuw, J.1
  • 35
    • 78149232941 scopus 로고    scopus 로고
    • Design and implementation of a high-performance mpi for c# and the common language infrastructure
    • February, ACM
    • Douglas Gregor and Andrew Lumsdaine. Design and Implementation of a High-Performance MPI for C# and the Common Language Infrastructure. Principles and Practice of Parallel Programming (PPoPP), pages 133-142, February 2008. ACM.
    • (2008) Principles and Practice of Parallel Programming (PPoPP , pp. 133-142
    • Gregor, D.1    Lumsdaine, A.2
  • 36
    • 84906561356 scopus 로고    scopus 로고
    • MPI.NET Home Page
    • MPI.NET Home Page http://www.osl.iu.edu/research/mpi.net
  • 37
    • 8744242187 scopus 로고    scopus 로고
    • Whole-genome analysis of alu repeat elements reveals complex evolutionary history
    • DOI: http://dx.doi.org/10.1101/gr.2693004
    • Alkes L. Price, Eleazar Eskin and Pavel A. Pevzner, Whole-genome analysis of Alu repeat elements reveals complex evolutionary history. Genome Res. 2004 14: 2245-2252 DOI: http://dx.doi.org/10.1101/gr.2693004
    • (2004) Genome Res. , vol.14 , pp. 2245-2252
    • Price, A.L.1    Eskin, E.2    Pevzner, P.A.3
  • 38
    • 55349138428 scopus 로고    scopus 로고
    • Neighborhood greenness and 2-year changes in body mass index of children and youth
    • Dec
    • Bell JF, Wilson JS, Liu GC. Neighborhood greenness and 2-year changes in body mass index of children and youth. Am J Prev Med. Dec 2008;35(6):547-553.
    • (2008) Am J Prev Med , vol.35 , Issue.6 , pp. 547-553
    • Bell, J.F.1    Wilson, J.S.2    Liu, G.C.3
  • 39
    • 0041654220 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • J. B. Kruskal. Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika, 29(1):1-27, 1964.
    • (1964) Psychometrika , vol.29 , Issue.1 , pp. 1-27
    • Kruskal, J.B.1
  • 40
    • 34250297158 scopus 로고
    • Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features
    • Y. Takane, F. W. Young, and J. de Leeuw. Nonmetric individual differences multidimensional scaling: an alternating least squares method with optimal scaling features. Psychometrika, 42(1):7-67, 1977.
    • (1977) Psychometrika , vol.42 , Issue.1 , pp. 7-67
    • Takane, Y.1    Young, F.W.2    De Leeuw, J.3
  • 41
    • 0041707645 scopus 로고    scopus 로고
    • Buhmann multidimensional scaling by deterministic annealing in energy minimization methods in computer vision and pattern recognition
    • Eds Pelillo M. and Hancock E.R, Venice, Italy, Springer Lecture Notes in Computer Science, May
    • Hansjorg Klock, Joachim M. Buhmann Multidimensional scaling by deterministic annealing in Energy Minimization Methods in Computer Vision and Pattern Recognition, Eds Pelillo M. and Hancock E.R., Proc. Intl. Workshop EMMCVPR Venice Italy, Springer Lecture Notes in Computer Science 1223 ppg. 246-260 May 1997
    • (1997) Proc. Intl. Workshop EMMCVPR , vol.1223 , pp. 246-260
    • Klock, H.1    Joachim, M.2
  • 42
    • 0033882729 scopus 로고    scopus 로고
    • Data visualization by multidimensional scaling: A deterministic annealing approach
    • Hansjorg Klock, Joachim M. Buhmann, Data visualization by multidimensional scaling: a deterministic annealing approach, Pattern Recognition 33 (2000) 651-669
    • (2000) Pattern Recognition , vol.33 , pp. 651-669
    • Klock, H.1    Buhmann, J.M.2
  • 45
    • 0032029288 scopus 로고    scopus 로고
    • Deterministic annealing em algorithm
    • 31 March
    • Naonori Ueda and Ryohei Nakano Deterministic annealing EM algorithm Neural Networks Volume 11, Issue 2, 31 March 1998, Pages 271-282 http://dx.doi.org/10.1016/S0893-6080(97)00133-0
    • (1998) Neural Networks , vol.11 , Issue.2 , pp. 271-282
    • Ueda, N.1    Nakano, R.2
  • 46
    • 84906561357 scopus 로고    scopus 로고
    • Indiana University, Private Communication
    • Jong Youl Choi, Indiana University, Private Communication 2009.
    • (2009)
    • Youl Choi, J.1
  • 47
    • 84906561358 scopus 로고    scopus 로고
    • Indiana University, Private Communication
    • Seung-Hee Bae, Indiana University, Private Communication 2009.
    • (2009)
    • Bae, S.1


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