Publications

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Conference Paper
Zhong, Z., V. Rychkov, and A. Lastovetsky, "Data Partitioning on Heterogeneous Multicore Platforms", 2011 IEEE International Conference on Cluster Computing (Cluster 2011), Austin, Texas, USA, IEEE Computer Society, pp. 580-584, Sept 26-30, 2011.  Download: cluster2011.pdf (269.7 KB)
Lastovetsky, A., and R. Reddy, "Data Partitioning with a Realistic Performance Model of Networks of Heterogeneous Computers", Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), Santa Fe, New Mexico, USA, IEEE Computer Society, 26-30 April 2004.  Download: IPDPS_data_partitioning.pdf (140.62 KB)
Lastovetsky, A., and R. Reddy, "Data Partitioning with a Realistic Performance Model of Networks of Heterogeneous Computers with Task Size Limits", Proceedings of the Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04), Cork, Ireland, IEEE Computer Society Press, pp. 133-140, 5-7 July 2004.  Download: ISPDC_data_partitioning.pdf (93.4 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)
Clarke, D., V. Rychkov, and A. Lastovetsky, "Design and implementation of adaptive parallel algorithms on heterogeneous computing systems", 3rd International Conference on Information Technologies, Astana, Kazakhstan, 25-26 June, 2012.  Download: razrabotka.pdf (468.08 KB)
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)
Clarke, D., A. Lastovetsky, and V. Rychkov, "Dynamic Load Balancing of Parallel Computational Iterative Routines on Platforms with Memory Heterogeneity", Europar 2010 / Heteropar'2010, Ischia-Naples, Italy, Lecture Notes in Computer Science 6586, Springer, pp. 41-50, 31/08/2010, 2011.  Download: Dynamic Load Balancing of Iterative Algorithms -FINAL.pdf (238.67 KB)
Dichev, K., F. Reid, and A. Lastovetsky, "Efficient and Reliable Network Tomography in Heterogeneous Networks Using BitTorrent Broadcasts and Clustering Algorithms", ACM/IEEE International Conference on High Performance Computing, Networking, Storage and Analysis (SC'12), Salt Lake City, UT, USA, November 11-15, 2012. Abstract  Download: sc12.pdf (595.58 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)
Zhao, P., and A. Lastovetsky, "Event Logging: Portable and Efficient Checkpointing in Heterogeneous Environments with Non-FIFO Communication Platforms", Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), Denver, Colorado, USA, IEEE Computer Society, 04-08 April 2005.  Download: IPDPS_checkpointing_2005.pdf (208.71 KB)
Alonso, P., R. Reddy, and A. Lastovetsky, "Experimental Study of Six Different Implementations of Parallel Matrix Multiplication on Heterogeneous Computational Clusters of Multicore Processors", 18th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2010), Pisa, Italy, pp. 263-270, Feb 17-19, 2010.  Download: pdp2010.pdf (639.47 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)
Arapov, D., A. Kalinov, A. Lastovetsky, and I. Ledovskih, "Experiments with mpC: efficient solving regular problems on heterogeneous networks of computers via irregularization", Proceedings of the 5th International Symposium on Solving Irregularly Structured Problems in Parallel (IRREGULAR'98), vol. 1457, Berkley, CA, USA, Springer, pp. 332-343, 9-11 August 1998.  Download: IRREGULAR'98.pdf (163.38 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)
Clarke, D., Z. Zhong, V. Rychkov, and A. Lastovetsky, "FuPerMod: A Framework for Optimal Data Partitioning for Parallel Scientific Applications on Dedicated Heterogeneous HPC Platforms", 12th International Conference on Parallel Computing Technologies (PaCT-2013), St. Petersburg, Russia, Lecture Notes in Computer Science 7979, Springer, pp. 182-196, 30 Sept - 4 Oct, 2013.  Download: pact2013-fupermod.pdf (367.48 KB)
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)
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)
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., 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)
Hasanov, K., and A. Lastovetsky, "Hierarchical Optimization of MPI Reduce Algorithms", 13th International Conference on Parallel Computing Technologies (PaCT-2015), Petrozavodsk, Russia, Lecture Notes in Computer Science 9251, Springer, pp. 21-34, 31 Aug - 4 Sept, 2015.  Download: pact2015reduce.pdf (812.37 KB)
Quintin, J. - N., K. Hasanov, and A. Lastovetsky, "Hierarchical Parallel Matrix Multiplication on Large-Scale Distributed Memory Platforms", 42nd International Conference on Parallel Processing (ICPP 2013), Lyon, France, IEEE, pp. 754-762, 1-4 October, 2013.  Download: 06687414.pdf (480.2 KB)
Clarke, D., A. Ilic, A. Lastovetsky, and L. Sousa, "Hierarchical Partitioning Algorithm for Scientific Computing on Highly Heterogeneous CPU + GPU Clusters", 18th International European Conference on Parallel and Distributed Computing (Euro-Par 2012), Rhodes Island, Greece, Lecture Notes in Computer Science 7484, Springer, pp. 489-501, 27-31 August, 2012.  Download: Hierarchical_Partitioing.pdf (356.76 KB)
Hasanov, K., J. - N. Quintin, and A. Lastovetsky, "High-Level Topology-Oblivious Optimization of MPI Broadcast Algorithms on Extreme-Scale Platforms", Euro-Par 2014: Parallel Processing Workshops, Vol. 8806 of Lecture Notes in Computer Science, Porto, Portugal, Springer, pp. 413-425, 25-29 August, 2014.  Download: tasus_2014.pdf (280.75 KB)
Lastovetsky, A., and R. Reddy, "HMPI: Towards a Message-Passing Library for Heterogeneous Networks of Computers", Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), Nice, France, IEEE Computer Society, 22-26 April 2003.  Download: IPDPS2003_HMPI.pdf (144.95 KB)
Guidolin, M., T. Brady, and A. Lastovetsky, "How Algorithm Definition Language (ADL) Improves the Performance of SmartGridSolve Applications", The 7th High-Performance Grid Computing Workshop, Atlanta, USA, Apr 19, 2010.  Download: ADLinSmartGridSolve.pdf (203.82 KB)