Publications

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Journal Article
Clarke, D., A. Lastovetsky, and V. Rychkov, "Dynamic Load Balancing of Parallel Computational Iterative Routines on Highly Heterogeneous HPC Platforms", Parallel Processing Letters, vol. 21, issue 2: World Scientific, pp. 195-217, 06/2011.  Download: DLB_PCIR_HHHP-16.pdf (797.9 KB)
Kalinov, A., A. Lastovetsky, I. Ledovskih, and M. Posypkin, "Effective Solving Scientific Problems on Heterogeneous Networks of Computers with mpC", Journal of Computational Methods in Science and Engineering, vol. 2, issue 1-2: IOS Press, pp. 135-140, 2002.
Rico-Gallego, J. - A., J. - C. Díaz-Martín, and A. Lastovetsky, "Extending τ -Lop to model concurrent MPI communications in multicore clusters", Future Generation Computer Systems, vol. 61: Elsevier, pp. 66-82, 08/2016.  Download: fgcs2016.pdf (985.73 KB)
Gaissaryan, S., D. Khaletsky, A. Lastovetsky, and I. Ledovskih, "Extension of ANSI C for vector and superscalar computers", Programming and Computer Software, vol. 21, issue 1: Kluwer, pp. 17-25, 1995.
Lastovetsky, A., "Heterogeneity in parallel and distributed computing", Journal of Parallel and Distributed Computing, vol. 73, issue 12, pp. 1523-1524, 2013.  Download: jpdc-2013.pdf (152.05 KB)
Kalinov, A., A. Lastovetsky, and Y. Robert, "Heterogeneous Computing", Parallel Computing, vol. 31, issue 7: Elsevier, pp. 649-812, 2005.  Download: HC_2005.pdf (61 KB)
Kalinov, A., and A. Lastovetsky, "Heterogeneous Distribution of Computations Solving Linear Algebra Problems on Networks of Heterogeneous Computers", Journal of Parallel and Distributed Computing, vol. 61, issue 4: Academic Press, pp. 520-535, 2001.  Download: SolvinLinearAlgebra_2001.pdf (229.46 KB)
Lastovetsky, A., "Heterogeneous Parallel Computing: from Clusters of Workstations to Hierarchical Hybrid Platforms", Supercomputing Frontiers and Innovations, vol. 1, issue 3, pp. 70-87, 12/2014.  Download: 32-140-2-PB.pdf (747.18 KB)
Lastovetsky, A., and R. Reddy, "HeteroMPI: Towards a Message-Passing Library for Heterogeneous Networks of Computers", Journal of Parallel and Distributed Computing, vol. 66, issue 2: Elsevier, pp. 197-220, 2006.  Download: JPDC_HMPI_2006.pdf (349.02 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)
Hasanov, K., and A. Lastovetsky, "Hierarchical redesign of classic MPI reduction algorithms", The Journal of Supercomputing, vol. 73, issue 2: Springer, pp. 713-725, 02/2017.  Download: TJS-Hasanov-2016.pdf (593.41 KB)
Arapov, D., A. Kalinov, A. Lastovetsky, and I. Ledovskih, "A Language Approach to High Performance Computing on Heterogeneous Networks", Parallel and Distributed Computing Practices, vol. 2, issue 3: Nova Science Publishers, pp. 87-96, 1999.
Arapov, D., A. Kalinov, A. Lastovetsky, and I. Ledovskih, "A Language Approach to High Performance Computing on Heterogeneous Networks", Progress in Computer Research, vol. 2: Nova Science Publishers, pp. 215-226, 2001.
Lastovetsky, A., L. Szustak, and R. Wyrzykowski, "Model-based optimization of EULAG kernel on Intel Xeon Phi through load imbalancing", IEEE Transactions on Parallel and Distributed Systems, vol. 28, issue 3: IEEE, pp. 787-797, 03/2017.  Download: TPDS_15.pdf (812.34 KB)
Lastovetsky, A., "mpC: A Multi-Paradigm Programming Language for Massively Parallel Computers", ACM SIGPLAN Notices, vol. 31, issue 2: ACM, pp. 13-20, 1996.  Download: ACM_SIGPLAN_1996.pdf (846.66 KB)
Dichev, K., S. Stork, R. Keller, and E. Fernández, "MPI Support in the Grid", Journal of Computing and Informatics, vol. 27, no. 2, pp. 213–222, 2008.
Malik, T., V. Rychkov, and A. Lastovetsky, "Network-aware optimization of communications for parallel matrix multiplication on hierarchical HPC platforms", Concurrency and Computation: Practice and Experience, vol. 28, issue 3: Wiley, pp. 802-821, 03/2016. Abstract
Lastovetsky, A., and R. Reddy, "On Performance Analysis of Heterogeneous Parallel Algorithms", Parallel Computing, vol. 30, issue 11, pp. 1195-1216, 2004.  Download: ParCom2004_hetero_perf.pdf (750.84 KB)