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Volumn , Issue , 2009, Pages

Singular value decomposition on GPU using CUDA

Author keywords

[No Author keywords available]

Indexed keywords

CO-PROCESSORS; COMPUTING APPLICATIONS; COMPUTING POWER; DENSE MATRICES; DIAGONALIZATIONS; DUAL CORE; GENERAL PURPOSE; HOUSEHOLDER TRANSFORMATION; KERNEL LIBRARIES; LINEAR ALGEBRA ALGORITHMS; PROGRAMMING MODELS; QR ALGORITHMS;

EID: 70449848686     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IPDPS.2009.5161058     Document Type: Conference Paper
Times cited : (105)

References (25)
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    • Baker, J. 1989. Macrotasking the Singular Value Decomposition of Block Circulant Matrices on the Cray-2. In Proc. of ACM.
    • (1989) Proc. of ACM
    • Baker, J.1
  • 7
    • 70450023900 scopus 로고    scopus 로고
    • Fast Singular Value Decomposition on Graphics Processors
    • Technical report. University of North Carolina
    • Bondhugula, V., Govindaraju, N. and Manocha, D. 2006. Fast Singular Value Decomposition on Graphics Processors. Technical report. University of North Carolina.
    • (2006)
    • Bondhugula, V.1    Govindaraju, N.2    Manocha, D.3
  • 8
    • 0005998639 scopus 로고
    • The design of a parallel dense linear algebra software library: Reduction to Hessenberg, tridiagonal and bidiagonal form
    • Choi, J., Dongarra, J. and Walker, D. 1995. The design of a parallel dense linear algebra software library: Reduction to Hessenberg, tridiagonal and bidiagonal form. Numer. Alg., 10:379-399.
    • (1995) Numer. Alg , vol.10 , pp. 379-399
    • Choi, J.1    Dongarra, J.2    Walker, D.3
  • 10
    • 0001192187 scopus 로고
    • Computing Small Singular Values of Bidiagonal Matrices with Guaranteed High Relative Accuracy
    • Demmel, J. and Kahan, W. 1990. Computing Small Singular Values of Bidiagonal Matrices with Guaranteed High Relative Accuracy. SIAM J. Sci. Stat. Comput. 11, 873-912.
    • (1990) SIAM J. Sci. Stat. Comput , vol.11 , pp. 873-912
    • Demmel, J.1    Kahan, W.2
  • 15
    • 0000288016 scopus 로고
    • Calculating the Singular Values and Pseudo-Inverse of a Matrix
    • Golub, G. and Kahan, W. 1965. Calculating the Singular Values and Pseudo-Inverse of a Matrix. SIAM J. Num. Anal., 2:205-24.
    • (1965) SIAM J. Num. Anal , vol.2 , pp. 205-224
    • Golub, G.1    Kahan, W.2
  • 18
    • 77954024744 scopus 로고    scopus 로고
    • Linear Algebra Operators for GPU implementation of Numerical Algorithms
    • Kruger, J. and Westermann, R. 2003. Linear Algebra Operators for GPU implementation of Numerical Algorithms. In Proc. of SIGGRAPH.
    • (2003) Proc. of SIGGRAPH
    • Kruger, J.1    Westermann, R.2
  • 21
    • 58349088006 scopus 로고    scopus 로고
    • NVIDIA Corporation. 2007. NVIDIA CUBLAS Library. http://developer. download.nvidia.com/compute/cuda/1-1/CUBLAS-Library-1.1.pdf.
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  • 22
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    • Shu, Z. One Sided Jacobi Method on CUDA for SVD. Application Research of computers. http://forums.nvidia.com/ index.php?act=Attach&type=post&id= 8958
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    • Accelerating the Singular Value Decomposition of Rectangular Matrices with the CSX600 and the Integrable SVD
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.