David Clarke

2014
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.
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., A. Ilic, A. Lastovetsky, V. Rychkov, L. Sousa, and Z. Zhong, "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)
Clarke, D., Z. Zhong, V. Rychkov, and A. Lastovetsky, "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)
2013
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)
2012
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. 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)
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)
2011
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)
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)
Lastovetsky, A., R. Reddy, V. Rychkov, and D. Clarke, "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)
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)