메뉴 건너뛰기




Volumn , Issue , 2013, Pages 117-126

SMAT: An input adaptive auto-tuner for sparse matrix-vector multiplication

Author keywords

Algebraic multi grid; Auto tuning; Data mining; Sparse matrix vector multiplication; SpMV

Indexed keywords

AUTOTUNING; DATA-INTENSIVE APPLICATION; HIGH PERFORMANCE COMPUTING; MACHINE LEARNING METHODS; MULTI-GRID; PROGRAMMING INTERFACE; SPARSE MATRIX-VECTOR MULTIPLICATION; SPMV;

EID: 84883120855     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2462156.2462181     Document Type: Conference Paper
Times cited : (74)

References (37)
  • 5
    • 57949097109 scopus 로고    scopus 로고
    • Reinforcement learning for automated performance tuning: Initial evaluation for sparse matrix format selection
    • 2008 IEEE International Conference on
    • W. Armstrong and A. Rendell. Reinforcement learning for automated performance tuning: Initial evaluation for sparse matrix format selection. In Cluster Computing, 2008 IEEE International Conference on, pages 411-420, 2008.
    • (2008) Cluster Computing , pp. 411-420
    • Armstrong, W.1    Rendell, A.2
  • 9
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • WWW7 Elsevier Science Publishers B. V.
    • S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. In Proceedings of the seventh international conference on World Wide Web 7, WWW7, pages 107-117. Elsevier Science Publishers B. V., 1998.
    • (1998) Proceedings of the Seventh International Conference on World Wide Web 7 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 12
    • 0013269731 scopus 로고    scopus 로고
    • The university of florida sparse matrix collection
    • T. A. Davis. The university of florida sparse matrix collection. NA DIGEST, 92, 1994.
    • NA DIGEST , vol.92 , pp. 1994
    • Davis, T.A.1
  • 13
    • 33750818187 scopus 로고    scopus 로고
    • An introduction to algebraic multigrid computing
    • nov.-dec. ISSN 1521-9615
    • R. Falgout. An introduction to algebraic multigrid computing. Computing in Science Engineering, 8(6):24-33, nov.-dec. 2006. ISSN 1521-9615.
    • (2006) Computing in Science Engineering , vol.8 , Issue.6 , pp. 24-33
    • Falgout, R.1
  • 15
    • 20744449792 scopus 로고    scopus 로고
    • The design and implementation of FFTW3
    • Special issue on "Program Generation, Optimization, and Platform Adaptation"
    • M. Frigo and S. G. Johnson. The design and implementation of FFTW3. Proceedings of the IEEE, 93(2):216-231, 2005. Special issue on "Program Generation, Optimization, and Platform Adaptation".
    • (2005) Proceedings of the IEEE , vol.93 , Issue.2 , pp. 216-231
    • Frigo, M.1    Johnson, S.G.2
  • 20
    • 0035883283 scopus 로고    scopus 로고
    • A cloud resolving model as a cloud parameterization in the ncar community climate system model: Preliminary results
    • M. F. Khairoutdinov and D. A. Randall. A cloud resolving model as a cloud parameterization in the ncar community climate system model: Preliminary results. Geophys. Res. Lett., 28(18):3617-3620, 2001.
    • (2001) Geophys. Res. Lett. , vol.28 , Issue.18 , pp. 3617-3620
    • Khairoutdinov, M.F.1    Randall, D.A.2
  • 22
    • 79958758626 scopus 로고    scopus 로고
    • A sparse matrix personality for the convey hc-1
    • 2011 IEEE 19th Annual International Symposium on may
    • K. Nagar and J. Bakos. A sparse matrix personality for the convey hc-1. In Field-Programmable Custom Computing Machines (FCCM), 2011 IEEE 19th Annual International Symposium on, pages 1-8, may 2011.
    • (2011) Field-Programmable Custom Computing Machines (FCCM) , pp. 1-8
    • Nagar, K.1    Bakos, J.2
  • 26
    • 84873585431 scopus 로고    scopus 로고
    • Survey on web spam detection: Principles and algorithms
    • May ISSN 1931-0145
    • N. Spirin and J. Han. Survey on web spam detection: principles and algorithms. SIGKDD Explor. Newsl., 13(2):50-64, May 2012. ISSN 1931-0145.
    • (2012) SIGKDD Explor. Newsl. , vol.13 , Issue.2 , pp. 50-64
    • Spirin, N.1    Han, J.2
  • 31
    • 24344485098 scopus 로고    scopus 로고
    • OSKI: A library of automatically tuned sparse matrix kernels
    • R. Vuduc, J. W. Demmel, and K. A. Yelick. OSKI: A library of automatically tuned sparse matrix kernels. In Proc. SciDAC, J. Physics: Conf. Ser., volume 16, pages 521-530, 2005.
    • (2005) Proc. SciDAC, J. Physics: Conf. Ser. , vol.16 , pp. 521-530
    • Vuduc, R.1    Demmel, J.W.2    Yelick, K.A.3
  • 33
    • 84943297310 scopus 로고    scopus 로고
    • Automatically tuned linear algebra software
    • Supercomputing '98 Washington, DC, USA IEEE Computer Society. ISBN 0-89791-984-X
    • R. C. Whaley and J. J. Dongarra. Automatically tuned linear algebra software. In Proceedings of the 1998 ACM/IEEE conference on Supercomputing (CDROM), Supercomputing '98, pages 1-27, Washington, DC, USA, 1998. IEEE Computer Society. ISBN 0-89791-984-X.
    • (1998) Proceedings of the 1998 ACM/IEEE Conference on Supercomputing (CDROM) , pp. 1-27
    • Whaley, R.C.1    Dongarra, J.J.2
  • 35
    • 60949098907 scopus 로고    scopus 로고
    • Optimization of sparse matrix-vector multiplication on emerging multicore platforms
    • Mar.
    • S. Williams, L. Oliker, R. Vuduc, J. Shalf, K. Yelick, and J. Demmel. Optimization of sparse matrix-vector multiplication on emerging multicore platforms. Parallel Comput., 35(3):178-194, Mar. 2009.
    • (2009) Parallel Comput. , vol.35 , Issue.3 , pp. 178-194
    • Williams, S.1    Oliker, L.2    Vuduc, R.3    Shalf, J.4    Yelick, K.5    Demmel, J.6
  • 36
    • 84862123284 scopus 로고    scopus 로고
    • Fast sparse matrix-vector multiplication on gpus: Implications for graph mining
    • Jan.
    • X. Yang, S. Parthasarathy, and P. Sadayappan. Fast sparse matrix-vector multiplication on gpus: implications for graph mining. Proc. VLDB Endow., 4(4):231-242, Jan. 2011.
    • (2011) Proc. VLDB Endow. , vol.4 , Issue.4 , pp. 231-242
    • Yang, X.1    Parthasarathy, S.2    Sadayappan, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.