Publications

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Lastovetsky, A., I. - H. Mkwawa, and M. O'Flynn, "An Accurate Communication Model of a Heterogeneous Cluster Based on a Switch-Enabled Ethernet Network", Proceedings of the 12th International Conference on Parallel and Distributed Systems (ICPADS 2006), vol. 2, Minneapolis, Minnesota, USA, IEEE Computer Society Press, pp. 15-20, 12-15 July 2006.  Download: 1153144642501.pdf (136.5 KB)
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Khokhriakov, S., R. Reddy, and A. Lastovetsky, "Performance Optimization of Multithreaded 2D FFT on Multicore Processors: Challenges and Solution Approaches", IEEE 25th International Conference on High Performance Computing Workshops (HiPCW), Bengaluru, India, IEEE, pp. 8-17, 17-20 Dec, 2018.  Download: paper.pdf (1.33 MB)
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)
Khaleghzadeh, H., M. Fahad, R. Reddy, and A. Lastovetsky, "Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution", 17th Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2019), Gottingen, Germany, Lecture Notes in Computer Science, vol. 11997, Springer, 08/2019, 2020.  Download: Khaleghzadeh2020_Chapter_OptimizationOfData-ParallelApp.pdf (692.31 KB)
Khaleghzadeh, H., H. Deldari, R. Reddy, and A. Lastovetsky, "Hierarchical Multicore Thread Mapping via Estimation of Remote Communication", The Journal of Supercomputing, vol. 74, issue 3: Springer, pp. 1321-1340, 03/2018.
Khaleghzadeh, H., R. Reddy, and A. Lastovetsky, "A Novel Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms", IEEE Transactions on Parallel and Distributed Systems, vol. 29, issue 10: IEEE, pp. 2176-2190, 10/2018.  Download: paper_r2.pdf (1.49 MB); tpds2018hpoptasuppl.pdf (3.4 MB)
Khaleghzadeh, H., Z. Zhong, R. Reddy, and A. Lastovetsky, "Out-of-core Implementation for Accelerator Kernels on Heterogeneous Clouds", The Journal of Supercomputing, vol. 74, issue 2, pp. 551-568, 2018.  Download: paper.pdf (762.34 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.
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 While Solving Linear Algebra Problems on Networks of Heterogeneous Computers", Proceedings of the 7th International Conference on High Performance Computing and Networking Europe (HPCN`99), vol. 1593: Springer, pp. 191-200, 1999.  Download: 1124709633906.pdf (528.05 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)
Kalinov, A., A. Lastovetsky, I. Ledovskih, and M. Posypkin, "Refined Description of the C[] Language", Programming and Computer Software, vol. 28, issue 6, pp. 333-341, 2002.  Download: RefDescr_2002.pdf (54.55 KB)
Kalinov, A., M. Posypkin, A. Lastovetsky, and I. Ledovskih, "The Concept of Replication of Data and Expressions as a Means to Increase Reliability of Parallel Programs", Proceedings of the 7th Russian Conference on Scientific Service in the Internet: Distributed Computing Technologies, Novorossiysk, Russia, 19-24 Sept 2005.
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)
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Ivannikov, V., and A. Lastovetsky, "Portable efficiency of software for parallel architectures", Fundamental and Applied Mathematics, vol. 4, issue 3, pp. 947-974, 1998.  Download: fpm336.pdf (1.52 MB)
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Higgins, R., and A. Lastovetsky, "Scheduling for Heterogeneous Networks of Computers with Persistent Fluctuation of Load", Parallel Computing: Current & Future Issues of High-End Computing, Proceedings of the International Conference ParCo 2005, vol. 33, Malaga, Spain, John von Neumann Institute for Computing, Julich, pp. 171-178, 13-16 Sept 2005, 2006.  Download: 171.pdf (395.65 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)