Improving linear algebra computation on NUMA platforms through auto-tuned nested parallelism

Proceedings - 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2012

Volumn , Issue , 2012, Pages 66-73

  Cuenca, Javier ^a   García, Luis Pedro ^b   Giménez, Domingo ^a  

^a UNIVERSITY OF MURCIA   (Spain)

^b TECHNICAL UNIVERSITY OF CARTAGENA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AUTO-TUNING METHODS; BLAS LIBRARY; ENGINEERING PROBLEMS; EXECUTION TIME; MATRIX MULTIPLICATION; MULTITHREADED; NESTED PARALLELISM; NON UNIFORM MEMORY ACCESS; NUMA SYSTEMS; PARALLEL SYSTEM;

APPLICATION PROGRAMMING INTERFACES (API); DEGRADATION; LINEAR ALGEBRA;

CONCURRENCY CONTROL;

EID: 84862131857     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PDP.2012.12     Document Type: Conference Paper

References (13)

1. S. Akhter, J. Roberts, Multi-Core Programming, Intel Press,2006.
2. J. J. Dongarra, J. D. Croz, S. Hammarling, R. J. Hanson, An extended set of fortran basic linear algebra subroutines, ACM Transactions on Mathematical Software 14 (1988) 1-17.
3. E. Anderson, Z. Bai, C. Bischof, J. Demmel, J. J. Dongarra, J. D. Croz, A. Grenbaum, S. Hammarling, A. McKenney, S. Ostrouchov, D. Sorensen, LAPACK User's Guide, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, 1995.
4. L. S. Blackford, J. Choi, A. Cleary, E. D'Azevedo, J. Demmel, I. Dhillon, J. J. Dongarra, S. Hammarling, G. Henry, A. Petitet, K. Stanley, D. Walker, R. C. Whaley, ScaLAPACK User's Guide, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, 1997.
5. R. A. V. de Geijn, Using PLAPACK, The MIT Press, 1997.
6. R. Reddy, A. L. Lastovetsky, HeteroMPI+ScaLAPACK: Towards a ScaLAPACK (Dense Linear Solvers) on Heterogeneous Networks of Computers, in: HiPC, 2006, pp. 242-253.
7. Intel MKL web page, http://software.intel.com/en-us/intel-mkl/.
8. IBM ESSL web page, http://www-03.ibm.com/systems/software/essl/index. html.
9. R. C. Whaley, A. Petitet, J. Dongarra, Automated empirical optimizations of software and the ATLAS project, Parallel Computing 27 (1-2) (2001) 3-35.
10. K. Goto, R. A. van de Geijn, Anatomy of high-performance matrix multiplication, ACM Trans. Math. Softw. 34 (3) (2008) .
11. OpenMP web page, http://openmp.org/wp/
12. Portable Hardware Locality, http://runtime.bordeaux.inria.fr/hwloc/
13. Cuenca, J., Giménez, D., González, J.: Architecture of an automatic tuned linear algebra library. Paral. Comp. 30(2) (2004) 187-220