Publications

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2006
Lastovetsky, A., "Scientific Programming for Heterogeneous Systems - Bridging the Gap between Algorithms and Applications", Proceedings of the 5th International Symposium on Parallel Computing in Electrical Engineering (PARELEC 2006), Bialystok, Poland, IEEE Computer Society Press, pp. 3-8, 13-17 Sept 2006.  Download: 1152191152218.pdf (66.64 KB)
Reddy, R., and A. Lastovetsky, "HeteroMPI + ScaLAPACK: Towards a ScaLAPACK (Dense Linear Solvers) on Heterogeneous Networks of Computers", Proceedings of the 13th IEEE International Conference on High Performance Computing (HiPC 2006), vol. 4297, Bangalore, India, Springer, pp. 242-253, 18-21 Dec 2006.  Download: 1161251345946.pdf (202.11 KB)
Becker, B., and A. Lastovetsky, "Matrix Multiplication on Two Interconnected Processors", Proceedings of the 8th IEEE International Conference on Cluster Computing (Cluster 2006), Barcelona, Spain, IEEE Computer Society, 25-28 Sept 2006.  Download: 1152205980378.pdf (852.59 KB)
Alonso, P., A. Lastovetsky, and A. Vidal, "A Parallel Algorithm for the Solution of the Deconvolution Problem on Heterogeneous Networks", Proceedings of the 8th IEEE International Conference on Cluster Computing (Cluster 2006), Barcelona, Spain, IEEE Computer Society, 25-28 Sept 2006.  Download: 1159786470990.pdf (127.63 KB)
Brady, T., E. Konstantinov, and A. Lastovetsky, "SmartNetSolve: High Level Programming System for High Performance Grid Computing", Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), Rhodes Island, Greece, IEEE Computer Society, 25-29 April 2006.  Download: IPDPS_2006_SmartNetSolve.pdf (141.92 KB)
Valencia, D., A. Lastovetsky, and A. Plaza, "Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI", Proceedings of the 5th International Symposium on Parallel and Distributed Computing (ISPDC 2006), Timisoara, Romania, IEEE Computer Society Press, pp. 301-308, 6-9 July 2006.  Download: 1164709461322.pdf (951.31 KB)
Lastovetsky, A., R. Reddy, and R. Higgins, "Building the Functional Performance Model of a Processor", Proceedings of the 21st Annual ACM Symposium on Applied Computing (SAC 2006), Dijon, France, ACM, April 23-27 2006.  Download: SAC_2006.pdf (372.24 KB)
Dongarra, J., and A. Lastovetsky, "An Overview of Heterogeneous High Performance and Grid Computing", Engineering the Grid: Status and Perspective: American Scientific Publishers, February 2006.  Download: ASP_Overview2006.pdf (199.93 KB)
2007
Lastovetsky, A., and R. Reddy, "Data Partitioning with a Functional Performance Model of Heterogeneous Processors", International Journal of High Performance Computing Applications, vol. 21, issue 1: Sage, pp. 76-90, 2007.  Download: 76.pdf (497.14 KB)
Lastovetsky, A., and R. Reddy, "Data distribution for dense factorization on computers with memory heterogeneity", Parallel Computing, vol. 33, issue 12, pp. 757-779, 12/2007. Abstract  Download: sdarticle.pdf (714.34 KB)
Zuo, X., and A. Lastovetsky, "Experiments with a Software Component Enabling NetSolve with Direct Communications in a Non-Intrusive and Incremental Way", Proceedings of the 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Long Beach, California, USA, IEEE Computer Society, 26-30 March 2007.  Download: 1175591562531.pdf (399.79 KB)
Lastovetsky, A., and M. O'Flynn, "A Performance Model of Many-to-One Collective Communications for Parallel Computing", Proceedings of the 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Long Beach, California, USA, IEEE Computer Society, 26-30 March 2007.  Download: 1175591678074.pdf (335.97 KB)
Lastovetsky, A., and R. Reddy, "A Novel Algorithm of Optimal Matrix Partitioning for Parallel Dense Factorization on Heterogeneous Processors", Proceedings of the 9th International Conference on Parallel Computing Technologies (PaCT 2007), vol. 4671, Pereslavl-Zalessky, Russia, Springer, pp. 261-275, 3-7 September, 2007.  Download: 1182174947076.pdf (305.56 KB)
Lastovetsky, A., "On Grid-based Matrix Partitioning for Heterogeneous Processors", Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), Hagenberg, Austria, IEEE Computer Society, pp. 383-390, 5-8 July 2007.  Download: 1183978187354.pdf (233.09 KB)
Becker, B., and A. Lastovetsky, "Towards Data Partitioning for Parallel Computing on Three Interconnected Clusters", Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), Hagenberg, Austria, IEEE Computer Society, pp. 285-292, 5-8 July 2007.  Download: 1183978301367.pdf (695.11 KB)
Lastovetsky, A., M. O'Flynn, and V. Rychkov, "Optimization of Collective Communications in HeteroMPI", 14th European PVM/MPI User's Group Meeting, vol. 4757, Paris, France, Springer-Verlag Berlin Heidelberg, pp. 135-143, Sept 30 - Oct 3, 2007.  Download: fulltext.pdf (467.59 KB)
Lastovetsky, A., and V. Rychkov, "Building the Communication Performance Model of Heterogeneous Clusters Based on a Switched Network", Proceedings of the 2007 IEEE International Conference on Cluster Computing (Cluster 2007), Austin, Texas, USA, IEEE Computer Society, pp. 568-575, September 17-20, 2007.  Download: CL070209.PDF (151.58 KB)
2008
Valencia, D., A. Lastovetsky, M. O'Flynn, A. Plaza, and J. Plaza, "Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI", International Journal of High Performance Computing Applications, vol. 22, issue 4, pp. 386-407, 2008.  Download: 386.pdf (1.16 MB)
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)