Vladimir Rychkov
"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
"Data Partitioning on Multicore and Multi-GPU Platforms Using Functional Performance Models",
IEEE Transactions on Computers, vol. 64, issue 9: IEEE, pp. 2506-2518, 09/2015.
Download: 06975085.pdf (2.08 MB)
"Automatic Assessment of Computer Programs in eLearning Systems",
The 15th Educational Technology Conference of the Irish Learning Technology Association (ILTA), Dublin, Ireland, 29-30 May, 2014.
"Topology-aware Optimization of Communications for Parallel Matrix Multiplication on Hierarchical Heterogeneous HPC Platforms",
23rd International Heterogeneity in Computing Workshop (HCW 2014), Phoenix, Arizona, USA, IEEE Computer Society, 19 May, 2014.
Download: HCW-2014-09.pdf (294.81 KB)
"Design and optimization of scientific applications for highly heterogeneous and hierarchical HPC platforms using functional computation performance models",
High-Performance Computing on Complex Environments: Wiley, pp. 235-260, 2014.
Download: fpm-complexhpc-web.pdf (634.61 KB)
"FuPerMod: a software tool for the optimization of data-parallel applications on heterogeneous platforms",
The Journal of Supercomputing, vol. 69, issue 1: Springer US, pp. 61- 69, 2014.
Download: fupermod-jos-2014.pdf (276.83 KB)
"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)
"Column-Based Matrix Partitioning for Parallel Matrix Multiplication on Heterogeneous Processors Based on Functional Performance Models",
9th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar'2011) , Bordeaux, France, Lecture Notes in Computer Science 7155, Springer, pp. 450-459, August 29, 2011, 2012.
Download: Matrix_Multiplication_Heterogeneous_full.pdf (310.85 KB)
"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)
"Data Partitioning on Heterogeneous Multicore and Multi-GPU Systems Using Functional Performance Models of Data-Parallel Applications",
2012 IEEE International Conference on Cluster Computing (Cluster 2012), Beijing, China, pp. 191-199, 24-28 September, 2012.
Download: Cluster2012.pdf (265.71 KB)
"Using Multidimensional Solvers for Optimal Data Partitioning on Dedicated Heterogeneous HPC Platforms ",
Proceedings of the 11th International Conference on Parallel Computing Technologies (PaCT-2011), LNCS 6873, Kazan, Russia, Springer, pp. 332-346, September 19-23, 2011.
Download: pact-2011.pdf (337.7 KB)
"Improvement of the Bandwidth of Cross-Site MPI Communication Using Optical Fiber",
EuroMPI 2011, vol. 6960, Santorini, Greece, Springer, September 18-21, 2011.
Download: eurompi2011-short-paper.pdf (216.17 KB)
"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)
"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)
"Design and implementation of self-adaptable parallel algorithms for scientific computing on highly heterogeneous HPC platforms",
arXiv.org, no. arXiv:1109.3074, 09/2011.
Download: 1109.3074.pdf (1.04 MB)
"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)
"Two Algorithms of Irregular Scatter/Gather Operations for Heterogeneous Platforms",
EuroMPI 2010, vol. 6305, Stuttgart, Germany, pp. 289-293, Sep 12-15, 2010.
Download: EuroMPI2010.pdf (266.09 KB)
"Accurate Heterogeneous Communication Models and a Software Tool for their Efficient Estimation",
International Journal of High Performance Computing Applications, vol. 24, issue 1, pp. 34-48, 2010.
Download: IJHPCA_2010.pdf (160.91 KB)
"Revisiting communication performance models for computational clusters",
IPDPS 2009, Rome, Italy, IEEE, May 25-29, 2009.
Download: Revisiting_12.pdf (200.63 KB)
"Accurate and efficient estimation of parameters of heterogeneous communication performance models",
International Journal of High Performance Computing Applications, vol. 23, issue 2, pp. 123-139, 2009.
Download: 123.pdf (504.5 KB)
"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)
"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)
"A Software Tool for Accurate Estimation of Parameters of Heterogeneous Communication Models",
15th European PVM/MPI User's Group Meeting, vol. 5205, Dublin, Ireland, Springer-Verlag Berlin Heidelberg, pp. 43-54, September 7-10, 2008.
Download: 52050043.pdf (352.98 KB)
"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)
"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)
