Heuristics for work distribution of a homogeneous parallel dynamic programming scheme on heterogeneous systems

Parallel Computing

Volumn 31, Issue 7, 2005, Pages 711-735

  Cuenca, Javier ^a   Giménez, Domingo ^a   Martínez, Juan Pedro ^b  

^a UNIVERSITY OF MURCIA   (Spain)

^b MIGUEL HERNÁNDEZ UNIVERSITY   (Spain)

Author keywords

Auto tuning; Heterogeneous computing; Load balancing; Parallel dynamic programming; Parameter optimization; Performance modelling; Scheduling

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DYNAMIC PROGRAMMING; HEURISTIC PROGRAMMING; OPTIMIZATION; PARAMETER ESTIMATION; SCHEDULING; TUNING;

AUTO TUNING; HETEROGENEOUS COMPUTING; LOAD BALANCING; PARALLEL DYNAMIC PROGRAMMING; PARAMETER OPTIMIZATION; PERFORMANCE MODELING;

PARALLEL PROCESSING SYSTEMS;

EID: 22144440562     PISSN: 01678191     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.parco.2005.04.005     Document Type: Conference Paper

References (26)

1. E.A. Brewer, Portable high-performance supercomputing: high-level platform-dependent optimization, Ph.D. thesis, Massachusetts Institute of Technology, 1994.
2. M. Frigo, FFTW: an adaptive software architecture for the FFT, in: Proceedings of the ICASSP Conference, vol. 3, 1998, p. 1381.
3. Z. Chen, J. Dongarra, P. Luszczek, and K. Roche Self adapting software for numerical linear algebra and LAPACK for clusters Parallel Computing 29 11-12 2003 1723 1743
4. J. Cuenca, D. Giménez, and J. González Architecture of an automatic tuned linear algebra library Parallel Computing 30 2 2004 187 220
5. T. Katagiri, K. Kise, H. Honda, Effect of auto-tuning with user's knowledge for numerical software, in: S. Vassiliadis, J.L. Gaudiot, V. Piuri (Eds.), Proceedings of the First Conference on Computing Frontiers, Ischia, Italy, 2004, pp. 12-25.
6. D. Giménez, J.P. Martínez, Automatic optimization in parallel dynamic programming schemes, in: Proceedings of the 6th International Meeting VECPAR'04, Valencia, Spain, 2004, pp. 639-650.
7. O. Beaumont, V. Boudet, A. Petitet, F. Rastello, and Y. Robert A proposal for heterogeneous cluster ScaLAPACK (dense linear solver) IEEE Transactions on Computers 50 10 2001 1052 1070
8. A. Kalinov, and A. Lastovetsky Heterogeneous distribution of computations solving linear algebra problems on networks of heterogeneous computers Journal of Parallel and Distributed Computing 61 2001 520 535
9. O. Beaumont, A. Legrand, F. Rastello, and Y. Robert Dense linear algebra kernels on heterogeneous platforms: redistribution issues Parallel Computing 28 2 2002 155 185
10. W. Zhao, and K. Ramamritham Simple and integrated heuristic algorithms for scheduling tasks with time and resource constrains The Journal of Systems and Software 7 3 1987 195 205
11. H. Lennerstad, and L. Lundberg Optimal scheduling results for parallel computing SIAM News 1994 16 18
12. S. Fujita, M. Masukawa, S. Tagashira, A fast branch-and-bound scheme for the multiprocessor scheduling problem with communication time, in: Proceedings of the 2003 International Conference on Parallel Processing Workshop (ICPPW'03), Kaohsiung, Taiwan, 2003, pp. 104-111.
13. L. Epstein, and J. Sgall Approximation schemes for scheduling on uniformly related and identical parallel machines Algorithmica 39 2004 43 57
14. K. Jansen Scheduling malleable parallel tasks: an asymptotic fully polynomial time approximation scheme Algorithmica 39 2004 59 81
15. G. Sabin, R. Kettimuthu, A. Rajan, P. Sadayappan, Scheduling of parallel jobs in a heterogeneous multi-site environment, in: D.G. Feitelson, L. Rudolph, U. Schwiegelshohn (Eds.), Job Scheduling Strategies for Parallel Processing, 9th International Workshop, Seattle, WA, Lecture Notes in Computer Science, vol. 2862, 2003, pp. 87-104.
16. R. Bajaj, and D.P. Agrawal Improving scheduling of tasks in a heterogeneous environment IEEE Transactions on Parallel and Distributed Systems 15 2 2004 107 118
17. D.P. Vidyarthi, A.K. Tripathi, B.K. Sarker, A. Dhawan L.T. Yang, Cluster-based multiple task allocation in distributed computing system, in: Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS'04), Santa Fe, New Mexico, 2004, p. 239.
18. C. Banino, O. Beaumont, L. Carter, J. Ferrante, A. Legrand, and Y. Robert Scheduling strategies for master-slave tasking on heterogeneous processor platforms IEEE Transactions on Parallel and Distributed Systems 15 4 2004 319 330
19. A. Legrand, H. Renard, Y. Robert, and F. Vivien Mapping and load-balancing iterative computations IEEE Transactions on Parallel and Distributed Systems 15 6 2004 546 558
20. K. Schloegel, G. Karypis, and V. Kumar Graph partitioning for high-performance scientific simulations J. Dongarra I. Foster G. Fox W. Gropp K. Kennedy L. Torczon A. White Sourcebook of Parallel Computing 2003 Morgan Kaufmann Publishers 491 542
21. A. Grama, A. Gupta, G. Karypis, and V. Kumar Introduction to Parallel Computing second ed. 2003 Addison-Wesley
22. J. Cuenca, D. Giménez, J. González, J. Dongarra, K. Roche, Automatic optimisation of parallel linear algebra routines in systems with variable load, in: Proceedings of the Euromicro Workshop on Parallel and Distributed Processing (EUROMICRO-PDP 2003), Genove, Italy, 2003, pp. 401-408.
23. T.H. Cormen, C.E. Leiserson, R.L. Rivest, and C. Stein Introduction to Algorithms second ed. 2001 The MIT Press
24. D. Morales, F. Almeida, F. García, J. González, J. Roda, C. Rodríguez, A skeleton for parallel dynamic programming, in: Proceedings of Euro-Par'99, Lecture Notes in Computer Science, vol. 1685, 1999, pp. 877-887.
25. D. González, F. Almeida, L. Moreno, and C. Rodríguez Toward the automatic optimization mapping of pipeline algorithms Parallel Computing 29 2 2003 241 254
26. .