Publications

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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)
Khaleghzadeh, H., R. R. Manumachu, and A. Lastovetsky, "A Novel Algorithm for Bi-objective Performance-Energy Optimization of Applications with Continuous Performance and Linear Energy Profiles on Heterogeneous HPC Platforms", 19th Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2021), Lisbon, Portugal, Lecture Notes in Computer Science, vol. 13098, Springer, pp. 166-178, 31/08/2021, 2022.  Download: Khaleghzadeh2022_Chapter_ANovelAlgorithmForBi-objective.pdf (1.07 MB)
Zuo, X., "Non-intrusive and incremental evolution of Grid programming systems", School of Computer Science and Informatics, Dublin, Ireland, University College Dublin, pp. 124, 03/2011.  Download: xin_thesis_final.pdf (1.74 MB)
Lastovetsky, A., X. Zuo, and P. Zhao, "A Non-Intrusive and Incremental Approach to Enabling Direct Communications in RPC-based Grid Programming Systems", Computational Science - ICCS 2006: 6th International Conference, Reading, UK, May 28-31, 2006, Proceedings, Part III, vol. 3993: Springer Berlin / Heidelberg, pp. 1008-1011, 2006.  Download: WSES06.pdf (120.33 KB)
Nuriyev, E., and A. Lastovetsky, "A New Model-Based Approach to Performance Comparison of MPI Collective Algorithms", 16th International Conference on Parallel Computing Technologies (PaCT 2021), Kaliningrad, Russia, Lecture Notes in Computer Science 12942, Springer, pp. 11-25, 09/2021.  Download: Nuriyev-Lastovetsky2021_Chapter_ANewModel-BasedApproachToPerfo.pdf (623.78 KB)
Malik, T., L. Szustak, R. Wyrzykowski, and A. Lastovetsky, "Network-Aware Optimization of MPDATA on Homogeneous Multi-core Clusters with Heterogeneous Network", ICA3PP 2016 Workshops, Granada, Spain, Lecture Notes in Computer Science 10049, Springer, pp. 30-42, 14-16 Dec 2016.  Download: tapems2016.pdf (357.28 KB)
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
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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)
Dichev, K., and A. Lastovetsky, "MPI vs BitTorrent : Switching Between Large-Message Broadcast Algorithms in the Presence of Bottleneck Links", 10th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar'2012), Rhodes Island, Greece, Lecture Notes in Computer Science 7640, Springer, pp. 185-195, August 27, 2012.  Download: Dichev-HeteroPar2012.pdf (204.69 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.
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)
Kalinov, A., and A. Lastovetsky, "mpC + ScaLAPACK = Efficient Solving Linear Algebra Problems on Heterogeneous Networks", Proceedings of the 5th International Euro-Par Conference, vol. 1685: Springer, pp. 1024-1031, 1999.  Download: mPC_plus_ScaLAPACK_1999.pdf (175.76 KB)
Arapov, D., V. Ivannikov, A. Kalinov, A. Lastovetsky, I. Ledovskih, and T. Lewis, "Modular parallel programming in mpC for distributed memory machines", Proceedings of the 2nd Aizu International Symposium on Parallel Algorithms/Architectures Synthesis (pAs'97), Aizu-Wakamatsu, Japan, IEEE Computer Society Press, pp. 248-255, 17-21 March 1997.  Download: 1124709633984.pdf (704.08 KB)
Higgins, R., "Modelling the Performance of Processors in Heterogeneous Computing Environments", School of Computer Science and Informatics, Dublin, Ireland, University College Dublin, pp. 155, 03/2011.  Download: rob_thesis.pdf (2.6 MB)
Lastovetsky, A., "Modeling Performance of Processors for High Performance Computing on Heterogeneous Networks", Proceedings of the 14th International Conference on Computational Mechanics and Modern Applied Software Systems, Alushta, Crimea, Ukraine, 25-31 May 2005.
Nuriyev, E., J. - A. Rico-Gallego, and A. Lastovetsky, "Model-based selection of optimal MPI broadcast algorithms for multi-core clusters", Journal of Parallel and Distributed Computing, vol. 165: Elsevier, pp. 1-16, 07/2022.  Download: 1-s2.0-S0743731522000697-main.pdf (988.38 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)
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)
Becker, B., and A. Lastovetsky, "Max-Plus Algebra and Discrete Event Simulation on Parallel Hierarchical Heterogeneous Platforms", 8th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2010), Ischia-Naples, Italy, Lecture Notes in Computer Science 6586, Springer, pp. 63-70, 31/08/2010, 2011.  Download: Becker_10_8Pages.pdf (657.16 KB)