메뉴 건너뛰기




Volumn 55, Issue 14, 2013, Pages 1-19

Scalable strategies for computing with massive data

Author keywords

Concurrent programming; Memory mapping; Parallel programming; Shared memory; Statistical computing

Indexed keywords


EID: 84888087862     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v055.i14     Document Type: Article
Times cited : (118)

References (41)
  • 1
    • 84888108089 scopus 로고    scopus 로고
    • FF: Memory-Efficient Storage of Large Data on Disk and Fast Access Functions
    • Adler D, Gläser C, Nenadic O, Oehlschlägel J, Zucchini W (2013). FF: Memory-Efficient Storage of Large Data on Disk and Fast Access Functions. R package version 2.2-12, URL http://CRAN.R-project.org/package=ff.
    • (2013) R Package Version 2 , pp. 2-12
    • Adler, D.1    Gläser, C.2    Nenadic, O.3    Oehlschlägel, J.4    Zucchini, W.5
  • 2
    • 33244482488 scopus 로고    scopus 로고
    • Augmented Implicitly Restarted Lanczos Bidiagonalization Methods
    • Baglama J, Reichel L (2005). "Augmented Implicitly Restarted Lanczos Bidiagonalization Methods." SIAM Journal of Scientific Computing, 27(1), 19-42.
    • (2005) SIAM Journal of Scientific Computing , vol.27 , Issue.1 , pp. 19-42
    • Baglama, J.1    Reichel, L.2
  • 3
    • 84888118724 scopus 로고    scopus 로고
    • Irlba: Fast Partial SVD by Implicitly-Restarted Lanczos Bidiag-onalization
    • Baglama J, Reichel L (2012). Irlba: Fast Partial SVD by Implicitly-Restarted Lanczos Bidiag-onalization. R package version 1.0.2, URL http://CRAN.R-project.org/package=irlba.
    • (2012) R Package Version 1.0.2
    • Baglama, J.1    Reichel, L.2
  • 4
    • 58049174287 scopus 로고    scopus 로고
    • The Netflix Prize
    • San Jose, California
    • Bennet J, Lanning S (2007). "The Netflix Prize." In Proceedings of the KDD Cup and Workshop, San Jose, California. URL http://www.cs.uic.edu/~liub/KDD-cup-2007/NetflixPrize-description.pdf.
    • (2007) Proceedings of the KDD Cup and Workshop
    • Bennet, J.1    Lanning, S.2
  • 10
    • 84888097686 scopus 로고    scopus 로고
    • Biganalytics: A Library of Utilities for big.matrix Objects of Package bigmemory
    • Emerson JW, Kane MJ (2013a). Biganalytics: A Library of Utilities for big.matrix Objects of Package bigmemory. R package version 1.1.1, URL http://CRAN.R-project.org/package=biganalytics.
    • (2013) R Package Version 1.1.1
    • Emerson, J.W.1    Kane, M.J.2
  • 13
    • 84888112670 scopus 로고    scopus 로고
    • NMF: Algorithms and Framework for Nonnegative Matrix Factorization (NMF
    • Gaujoux R (2013). NMF: Algorithms and Framework for Nonnegative Matrix Factorization (NMF). R package version 0.17, URL http://CRAN.R-project.org/package=NMF.
    • (2013) R Package Version 0.17
    • Gaujoux, R.1
  • 14
    • 77954069195 scopus 로고    scopus 로고
    • A Flexible R Package for Nonnegative Matrix Factorization
    • Gaujoux R, Seoighe C (2010). "A Flexible R Package for Nonnegative Matrix Factorization." BMC Bioinformatics, 11(1), 367.
    • (2010) BMC Bioinformatics , vol.11 , Issue.1 , pp. 367
    • Gaujoux, R.1    Seoighe, C.2
  • 15
    • 84863818933 scopus 로고    scopus 로고
    • Back to the Future: Lisp as a Base for a Statistical Computing System
    • In P Brito (ed, Physica-Verlag, Heidelberg
    • Ihaka R, Temple Lang D (2008). "Back to the Future: Lisp as a Base for a Statistical Computing System." In P Brito (ed.), COMPSTAT 2008 - Proceedings in Computational Statistics, pp. 21-33. Physica-Verlag, Heidelberg.
    • (2008) COMPSTAT 2008 - Proceedings In Computational Statistics , pp. 21-33
    • Ihaka, R.1    Temple Lang, D.2
  • 16
    • 84888085184 scopus 로고    scopus 로고
    • Synchronicity: Boost Mutex Functionality for R
    • Kane MJ (2013). synchronicity: Boost Mutex Functionality for R. R package version 1.1.2, URL http://CRAN.R-project.org/package=synchronicity.
    • (2013) R Package Version 1.1.2
    • Kane, M.J.1
  • 18
    • 84888119815 scopus 로고    scopus 로고
    • Bigtabulate: Table-, tapply-, and split-like Functionality for matrix and big.matrix Objects
    • Kane MJ, Emerson JW (2013b). Bigtabulate: table-, tapply-, and split-like Functionality for matrix and big.matrix Objects. R package version 1.1.2, URL http://CRAN.R-project.org/package=bigtabulate.
    • (2013) R Package Version 1.1.2
    • Kane, M.J.1    Emerson, J.W.2
  • 19
    • 84888104612 scopus 로고    scopus 로고
    • Bigmemory: Manage Massive Matrices with Shared Memory and Memory-Mapped Files
    • Kane MJ, Emerson JW, Haverty P (2013a). Bigmemory: Manage Massive Matrices with Shared Memory and Memory-Mapped Files. R package version 4.4.5, URL http://CRAN.R-project.org/package=bigmemory.
    • (2013) R Package Version 4.4.5
    • Kane, M.J.1    Emerson, J.W.2    Haverty, P.3
  • 20
    • 84888116796 scopus 로고    scopus 로고
    • Bigalgebra: BLAS and LAPACK Routines for Native R Matrices and big.matrix objects
    • Kane MJ, Lewis BW, Emerson JW (2013b). Bigalgebra: BLAS and LAPACK Routines for Native R Matrices and big.matrix objects. R package version 0.8.2, URL https://R-Forge.R-project.org/R/?group_id=556.
    • (2013) R Package Version 0.8.2
    • Kane, M.J.1    Lewis, B.W.2    Emerson, J.W.3
  • 22
    • 84888093413 scopus 로고    scopus 로고
    • Doredis: Foreach Parallel Adapter for the rredis Package
    • Lewis BW (2012). Doredis: Foreach Parallel Adapter for the rredis Package. R package version 1.0.5, URL https://github.com/bwlewis/doRedis.
    • (2012) R Package Version 1.0.5
    • Lewis, B.W.1
  • 23
    • 84888122307 scopus 로고    scopus 로고
    • Biglm: Bounded Memory Linear and Generalized Linear Models
    • Lumley T (2013). Biglm: Bounded Memory Linear and Generalized Linear Models. R package version 0.9-1, URL http://CRAN.R-project.org/package=biglm.
    • (2013) R Package Version 0.9-1
    • Lumley, T.1
  • 24
    • 0000754902 scopus 로고
    • Algorithm AS 274: Least Squares Routines to Supplement Those of Gentlemen
    • Miller AJ (1992). "Algorithm AS 274: Least Squares Routines to Supplement Those of Gentlemen." Journal of the Royal Statistical Society C, 41(2), 458-478.
    • (1992) Journal of the Royal Statistical Society C , vol.41 , Issue.2 , pp. 458-478
    • Miller, A.J.1
  • 25
    • 84907095419 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • R Core Team, Vienna, Austria
    • R Core Team (2013a). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/.
    • (2013) R Foundation For Statistical Computing
  • 26
    • 84888124409 scopus 로고    scopus 로고
    • R Core Team
    • R Core Team (2013b). "R Installation and Administration." URL http://CRAN.R-project.org/doc/manuals/R-admin.html.
    • (2013) R Installation and Administration
  • 28
    • 84888110376 scopus 로고    scopus 로고
    • Dosnow: Foreach Parallel Adaptor for the snow Package
    • Revolution Analytics
    • Revolution Analytics (2013b). Dosnow: Foreach Parallel Adaptor for the snow Package. R package version 1.0.7, URL http://CRAN.R-project.org/package=doSNOW.
    • (2013) R Package Version 1.0.7
  • 29
    • 84888087422 scopus 로고    scopus 로고
    • Doparallel: Foreach Parallel Adaptor for the parallel Package
    • Revolution Analytics
    • Revolution Analytics, Weston S (2013a). Doparallel: Foreach Parallel Adaptor for the parallel Package. R package version 1.0.3, URL http://CRAN.R-project.org/package=doParallel.
    • (2013) R Package Version 1.0.3
    • Weston, S.1
  • 30
    • 85006773573 scopus 로고    scopus 로고
    • Foreach: Foreach Looping Construct for R
    • Revolution Analytics
    • Revolution Analytics, Weston S (2013b). Foreach: Foreach Looping Construct for R. R package version 1.4.1, URL http://CRAN.R-project.org/package=foreach.
    • (2013) R Package Version 1.4.1
    • Weston, S.1
  • 32
    • 33645354926 scopus 로고    scopus 로고
    • SAS Institute Inc, SAS Institute Inc., Cary, NC
    • SAS Institute Inc (2011). The SAS System, Version 9.3. SAS Institute Inc., Cary, NC. URL http://www.sas.com/.
    • (2011) The SAS System, Version 9.3
  • 33
    • 84888091790 scopus 로고    scopus 로고
    • SQLite Development Team
    • SQLite Development Team (2013). "SQLite Database Engine." URL http://www.sqlite.org/.
    • (2013) SQLite Database Engine
  • 34
    • 84888107606 scopus 로고    scopus 로고
    • The Apache Software Foundation
    • The Apache Software Foundation (2013). "Apache Hadoop." URL http://hadoop.apache.org/.
    • (2013) Apache Hadoop
  • 35
    • 84865755365 scopus 로고    scopus 로고
    • The MathWorks, Inc, The MathWorks, Inc., Natick, Massachusetts
    • The MathWorks, Inc (2011). MATLAB - The Language of Technical Computing, Version R2011b. The MathWorks, Inc., Natick, Massachusetts. URL http://www.mathworks.com/products/matlab/.
    • (2011) MATLAB - the Language of Technical Computing, Version R2011b
  • 37
    • 84888087111 scopus 로고    scopus 로고
    • Multicore: Parallel Processing of R Code on Machines with Multiple Cores or CPUs
    • Urbanek S (2011). Multicore: Parallel Processing of R Code on Machines with Multiple Cores or CPUs. R package version 0.1-7, URL http://CRAN.R-project.org/package=multicore.
    • (2011) R Package Version 0.1-7
    • Urbanek, S.1
  • 38
    • 84888096977 scopus 로고    scopus 로고
    • Dompi: Foreach Parallel Adaptor for the Rmpi Package
    • Weston S (2013). Dompi: Foreach Parallel Adaptor for the Rmpi Package. R package version 0.2, URL http://CRAN.R-project.org/package=doMPI.
    • (2013) R Package Version 0.2
    • Weston, S.1
  • 39
    • 79961232797 scopus 로고    scopus 로고
    • The Split-Apply-Combine Strategy for Data Analysis
    • Wickham H (2011). "The Split-Apply-Combine Strategy for Data Analysis." Journal of Statistical Software, 40(1), 1-29. URL http://www.jstatsoft.org/v40/i01/.
    • (2011) Journal of Statistical Software , vol.40 , Issue.1 , pp. 1-29
    • Wickham, H.1
  • 40
    • 15944379518 scopus 로고    scopus 로고
    • Rmpi: Parallel Statistical Computing in R
    • Yu H (2002). "Rmpi: Parallel Statistical Computing in R." R News, 2(2), 10-14. URL http://cran.r-project.org/doc/Rnews/Rnews_2002-2.pdf.
    • (2002) R News , vol.2 , Issue.2 , pp. 10-14
    • Yu, H.1
  • 41
    • 84888088113 scopus 로고    scopus 로고
    • The Rmpi R package
    • Yu H (2013). "The Rmpi R package."R package version 0.6-3, URL http://CRAN.R-project.org/package=Rmpi.
    • (2013) R Package Version 0.6-3
    • Yu, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.