Publications

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2008
Reddy, R., A. Lastovetsky, and P. Alonso, "Heterogeneous PBLAS: Optimization of PBLAS for Heterogeneous Computational Clusters", 7th International Symposium on Parallel and Distributed Computing, Krakow, Poland, pp. 73-80, Jul 1-5, 2008. Abstract  Download: ispdc_rreddy_HeteroPBLAS.pdf (268.49 KB)
Reddy, R., A. Lastovetsky, and P. Alonso, "Scalable Dense Factorizations for Heterogeneous Computational Clusters", 7th International Symposium on Parallel and Distributed Computing, Krakow, Poland, pp. 49-56, Jul 1-5, 2008. Abstract  Download: ispdc_rreddy_scalable_factorizations.pdf (262.74 KB)
Guidolin, M., and A. Lastovetsky, "ADL: An Algorithm Definition Language for SmartGridSolve", The 9th IEEE/ACM International Conference on Grid Computing, Tsukuba, Japan, IEEE Computer Society, Sep 29 - Oct 1, 2008. Abstract  Download: ICGC_2008_ADL.pdf (108.1 KB)
Brady, T., M. Guidolin, and A. Lastovetsky, "Experiments with SmartGridSolve: Achieving Higher Performance by Improving the GridRPC Model", The 9th IEEE/ACM International Conference on Grid Computing, Tsukuba, Japan, Sep 29 - Oct 1, 2008. Abstract  Download: ICGC_2008_SmartGridSolve.pdf (184.14 KB)
Valencia, D., A. Plaza, V. Rychkov, and A. Lastovetsky, "Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI", Proceedings of the 15th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface, Berlin, Heidelberg, Springer-Verlag, pp. 326–331, September 7-10, 2008.  Download: fulltext.pdf (759.33 KB)
Lastovetsky, A., V. Rychkov, and M. O'Flynn, "MPIBlib: Benchmarking MPI Communications for Parallel Computing on Homogeneous and Heterogeneous Clusters", 15th European PVM/MPI User's Group Meeting, vol. 5205, Dublin, Ireland, Springer-Verlag Berlin Heidelberg, pp. 227-238, September 7-10, 2008.  Download: 52050227.pdf (341.9 KB)
Lastovetsky, A., V. Rychkov, and M. O'Flynn, "A Software Tool for Accurate Estimation of Parameters of Heterogeneous Communication Models", 15th European PVM/MPI User's Group Meeting, vol. 5205, Dublin, Ireland, Springer-Verlag Berlin Heidelberg, pp. 43-54, September 7-10, 2008.  Download: 52050043.pdf (352.98 KB)
2009
Lastovetsky, A., and V. Rychkov, "Accurate and efficient estimation of parameters of heterogeneous communication performance models", International Journal of High Performance Computing Applications, vol. 23, issue 2, pp. 123-139, 2009.  Download: 123.pdf (504.5 KB)
O'Flynn, M., "Communication Performance Models for Heterogeneous Computational Clusters", School of Computer Science and Informatics, Dublin, University College Dublin, pp. 115, 06/2009.  Download: moflynn-ethesis.pdf (925.45 KB)
Reddy, R., A. Lastovetsky, and P. Alonso, "HeteroPBLAS: A Set of Parallel Basic Linear Algebra Subprograms Optimized for Heterogeneous Computational Clusters", Scalable Computing: Practice and Experience, vol. 10, issue 2, pp. 201-216, 06/2009.  Download: SCPE_10_2_06.pdf (248.74 KB)
Brady, T., "SmartGridRPC: A New RPC Model for High Performance Grid Computing and its Implementation in SmartGridSolve", School of Computer Science and Informatics, Dublin, University College Dublin, pp. 116, June 2009.  Download: thesis_thomas.pdf (1.29 MB)
Guidolin, M., and A. Lastovetsky, "Grid-Enabled Hydropad: a Scientific Application for Benchmarking GridRPC-Based Programming Systems", The 23rd IEEE International Parallel and Distributed Processing Symposium, Rome, Italy, May 25 - 29, 2009. Abstract  Download: ipdps-hpgc-2009-paper.pdf (180.46 KB)
Higgins, R., and A. Lastovetsky, "Managing the Construction and Use of Functional Performance Models in a Grid Environment", The 23rd IEEE International Parallel and Distributed Processing Symposium, Rome, Italy, May 25-29, 2009. Abstract  Download: HPGC-1569173093-paper-1.pdf (630.47 KB)
Reddy, R., A. Lastovetsky, and P. Alonso, "Parallel Solvers for Dense Linear Systems for Heterogeneous Computational Clusters", The 23rd IEEE International Parallel and Distributed Processing Symposium (IPDPS 2009), Rome, Italy, IEEE Computer Society, May 25-29, 2009.  Download: pdsec_linear_solvers_hcc_cr.pdf (252.69 KB)
Lastovetsky, A., "Model-Based Optimization of MPI Collective Operations for Computational Clusters", EuroPVM/MPI 2009, vol. 5759, Espoo, Finland, pp. 4-5, Sep 7-10, 2009.  Download: 57590004.pdf (26.19 KB)
2010
Lastovetsky, A., V. Rychkov, and M. O'Flynn, "Accurate Heterogeneous Communication Models and a Software Tool for their Efficient Estimation", International Journal of High Performance Computing Applications, vol. 24, issue 1, pp. 34-48, 2010.  Download: IJHPCA_2010.pdf (160.91 KB)
Brady, T., J. Dongarra, M. Guidolin, A. Lastovetsky, and K. Seymour, "SmartGridRPC: The new RPC model for high performance Grid computing", Concurrency and Computation: Practice and Experience, vol. 22, issue 18, pp. 2467-2487, 2010.  Download: smartgridrpc_ccpe_2010.pdf (1.1 MB)
Guidolin, M., "Performance of GridRPC-based programming systems for distributed scientific computing: issues and solutions", School of Computer Science and Informatics, Dublin, Ireland, University College Dublin, pp. 168, 04/2010.  Download: Michele_Guidolin_PhD_Thesis.pdf (1.19 MB)
Lastovetsky, A., and R. Reddy, "Distributed Data Partitioning for Heterogeneous Processors Based on Partial Estimation of their Functional Performance Models", 7th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2009) , Delft, Netherlands, Lecture Notes in Computer Science, vol. 6043, Springer, pp. 91-101, 25/9/2009, 2010.  Download: heteropar2009-1.pdf (1.21 MB)