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"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)
"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)
"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)
"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)
"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)
"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)
"Two-dimensional Matrix Partitioning for Parallel Computing on Heterogeneous Processors Based on 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. 112-121, 25/9/2009, 2010.
Download: heteropar2009-2.pdf (1021.24 KB)
"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)
"Data distribution for dense factorization on computers with memory heterogeneity",
Parallel Computing, vol. 33, issue 12, pp. 757-779, 12/2007.
Abstract
Download: sdarticle.pdf (714.34 KB)
"Data Partitioning with a Functional Performance Model of Heterogeneous Processors",
International Journal of High Performance Computing Applications, vol. 21, issue 1: Sage, pp. 76-90, 2007.
Download: 76.pdf (497.14 KB)
"Building the Functional Performance Model of a Processor",
Proceedings of the 21st Annual ACM Symposium on Applied Computing (SAC 2006), Dijon, France, ACM, April 23-27 2006.
Download: SAC_2006.pdf (372.24 KB)
"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)
"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.
"Data Partitioning for Multiprocessors with Memory Heterogeneity and Memory Constraints",
Scientific Programming, vol. 13, issue 2: IOS Press, pp. 93-112, 2005.
Download: JSP_data_partitioning_2005.pdf (204.98 KB)
"Towards a Realistic Performance Model for Networks of Heterogeneous Computers",
Proceedings of IFIP TC5 Workshop, World Computer Congress, August 22-27 2004, Toulouse, France: Springer, pp. 39-58, 2005.
Download: IFIP TC5_Workshop_2005.pdf (583.39 KB)
"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)
"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)
"Classification of Partitioning Problems for Networks of Heterogeneous Computers",
Proceedings of the 5th International Conference on Parallel Processing and Applied Mathematics (PPAM 2003), vol. 3019, Czestochowa, Poland, Springer, pp. 921-929, September 7-10, 2003.
Download: PPAM_classification.pdf (75.86 KB)
