Publications

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Rychkov, V., D. Clarke, and A. Lastovetsky, "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)
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Dangel, U., D. Clarke, K. Dichev, V. Rychkov, R. Lobb, J. Murphy, and A. Lastovetsky, "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.
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Clarke, D., "Design and Implementation of Parallel Algorithms for Modern Heterogeneous Platforms Based on the Functional Performance Model", School of Computer Science and Informatics, Dublin, University College Dublin, pp. 117, 05/2014.  Download: DavidClarke_PhDthesis.pdf (1.22 MB)
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)
Clarke, D., A. Lastovetsky, and V. Rychkov, "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)
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)
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)
Clarke, D., A. Lastovetsky, and V. Rychkov, "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)
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)