Performance comparison of pure MPI vs hybrid MPI-OpenMP parallelization models on SMP clusters

Proceedings - International Parallel and Distributed Processing Symposium, IPDPS 2004 (Abstracts and CD-ROM)

Volumn 18, Issue , 2004, Pages 193-202

  Drosinos, Nikolaos ^a   Koziris, Nectarios ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; CODES (SYMBOLS); COMPUTER ARCHITECTURE; DATA COMMUNICATION SYSTEMS; MATHEMATICAL MODELS; PARALLEL ALGORITHMS; SYNCHRONIZATION;

BANDWIDTH MEASUREMENTS; FLOW DATA DEPENDENCIES; INTRA-NODE MESSAGES; PARALLELIZATION;

PARALLEL PROCESSING SYSTEMS;

EID: 12444315069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. M. Athanasaki, A. Sotiropoulos, G. Tsoukalas, and N. Koziris. Pipelined scheduling of tiled nested loops onto clusters of SMPs using memory mapped network interfaces. In Proceedings of the 2002 ACM/IEEE conference on Supercomputing, Baltimore, Maryland, USA, 2002. IEEE Computer Society Press.
2. F. Cappello and D. Etiemble. MPI versus MPI+OpenMP on IBM SP for the NAS benchmarks. In Proceedings of the 2000 ACM/IEEE conference on Supercomputing, Dallas, Texas, USA, 2000. IEEE Computer Society Press.
3. S. Dong and G. E. Karniadakis. Dual-level parallelism for deterministic and stochastic CFD problems. In Proceedings of the 2002 ACM/IEEE conference on Supercomputing, Baltimore, Maryland, USA, 2002. IEEE Computer Society Press.
4. G. Goumas, M. Athanasaki, and N. Koziris. Automatic Code Generation for Executing Tiled Nested Loops Onto Parallel Architectures. In Proceedings of the ACM Symposium on Applied Computing (SAC 2002), Madrid, Mar 2002.
5. G. Goumas, N. Drosinos, M. Athanasaki, and N. Koziris. Compiling Tiled Iteration Spaces for Clusters. In Proceedings of the IEEE International Conference on Cluster Computing, pages 360-369, Chicago, Illinois, Sep 2002.
6. Y. He and C. H. Q. Ding. MPI and OpenMP paradigms on cluster of SMP architectures: the vacancy tracking algorithm for multi-dimensional array transposition. In Proceedings of the 2002 ACM/IEEE conference on Supercomputing, Baltimore, Maryland, USA, 2002. IEEE Computer Society Press.
7. D. S. Henty, Performance of hybrid message-passing and shared-memory parallelism for discrete element modeling. In Proceedings of the 2000 ACM/IEEE conference on Super-computing (CDROM), page 10, Dallas, Texas, United States, 2000.
8. G. E. Karniadakis and R. M. Kirby. Parallel Scientific Computing in C++ and MPI: A Seamless Approach to Parallel Algorithms and their Implementation. Cambridge University Press, 2002.
9. N. Koziris, A. Sotiropoulos, and G. Goumas. A Pipelined Schedule to Minimize Completion Time for Loop Tiling with Computation and Communication Overlapping. Journal of Parallel and Distributed Computing, 63(11): 1138-1151, Nov. 2003.
10. G. Krawezik and F. Cappello. Performance Comparison of MPI and three OpenMP Programming Styles on Shared Memory Multiprocessors. In ACM SPAA 2003, San Diego, USA, Jun 2003.
11. R. D. Loft, S. J. Thomas, and J. M. Dennis. Terascale spectral element dynamical core for atmospheric general circulation models. In Proceedings of the 2001 ACM/IEEE conference on Supercomputing (CDROM), pages 18-18, Denver, Colorado, 2001. ACM Press.
12. B. V. Protopopov and A. Skjellum. A multi-threaded Message Passing Interface (MPI) architecture: performance and program issues. JPDC, 2001.
13. R. Rabenseifner and G. Wellein. Communication and Optimization Aspects of Parallel Programming Models on Hybrid Architectures. International Journal of High Performance Computing Applications, 17(1):49-62, 2003.
14. H. Tang and T. Yang. Optimizing threaded MPI execution on SMP clusters. In Proceedings of the 15th international conference on Supercomputing, pages 381-392, Sorrento, Italy, 2001. ACM Press.
15. P. Tang and J. Zigman. Reducing Data Communication Overhead for DOACROSS Loop Nests. In Proc. of the International Conference on Supercomputing (ICS'94), pages 44-53, Manchester, UK, Jul. 1994.