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High Performance Heterogeneous Computing,
: Wiley, pp. 267, 2009.
Download: High_Performance_Heterogeneous_Computing__Wiley_Series_on_Parallel_and_Distributed_Computing_.pdf (666.28 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)
"Using mpC to Improve Performance of CORBA-Based Distributed Applications on Heterogeneous Networks",
Proceedings of the 2001 International Conference on Parallel and Distributed Processing Techniques and Algorithms (PDPTA'2001), vol. 3: CSREA Press, pp. 1471-1476, June 24-26, 2001.
Download: UsingmPCtoImprove_2001.pdf (62.83 KB)
"A Parallel Language and Its Programming System for Heterogeneous Networks",
Concurrency: Practice and Experience, vol. 12, issue 13: Wiley, pp. 1317-1343, 2000.
Download: ParLangandItsProgrSystem_2000.pdf (518.3 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)
"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.
"Optimal Matrix Partitioning for Data Parallel Computing on Hybrid Heterogeneous Platforms",
19th International Symposium on Parallel and Distributed Computing (ISPDC), Warsaw, Poland, IEEE, 5-8 July, 2020.
Download: ispdc2020.pdf (367.16 KB)
"Topology-aware Optimization of Communication Cost of Parallel Applications in Heterogeneous HPC Systems",
School of Computer Science, Dublin, University College Dublin, pp. 106, 09/2016.
Download: thesis.pdf (1 MB)
"Towards Optimal Matrix Partitioning for Data Parallel Computing on a Hybrid Heterogeneous Server",
IEEE Access, vol. 9: IEEE, pp. 17229 - 17244, 02/2021.
Download: IEEE-Access-09328411.pdf (3.76 MB)
"Network-Aware Optimization of MPDATA on Homogeneous Multi-core Clusters with Heterogeneous Network",
ICA3PP 2016 Workshops, Granada, Spain, Lecture Notes in Computer Science 10049, Springer, pp. 30-42, 14-16 Dec 2016.
Download: tapems2016.pdf (357.28 KB)
"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
"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)
"Acceleration of Bi-Objective Optimization of Data-Parallel Applications for Performance and Energy on Heterogeneous Hybrid Platforms",
IEEE Access, vol. 11: IEEE, pp. 27226-27245, 03/2023.
Download: Access-2023-acceleration.pdf (1.28 MB)
"On Energy Nonproportionality of CPUs and GPUs",
31st Heterogeneity in Computing Workshop (HCW 2022), Lyon, France, IEEE, pp. 34-44, 30/05/2022.
Download: On_Energy_Nonproportionality_of_CPUs_and_GPUs.pdf (1.03 MB)
"SUARA: A scalable universal allreduce communication algorithm for acceleration of parallel deep learning applications",
Journal of Parallel and Distributed Computing, vol. 183, pp. 15, 01/2024.
Download: jpdc-suara.pdf (2.46 MB)
"A New Model-Based Approach to Performance Comparison of MPI Collective Algorithms",
16th International Conference on Parallel Computing Technologies (PaCT 2021), Kaliningrad, Russia, Lecture Notes in Computer Science 12942, Springer, pp. 11-25, 09/2021.
Download: Nuriyev-Lastovetsky2021_Chapter_ANewModel-BasedApproachToPerfo.pdf (623.78 KB)
"Efficient and accurate selection of optimal MPI collective algorithms using analytical performance modelling",
School of Computer Science, Dublin, University College Dublin, pp. 130, 06/2021.
Download: thesis.pdf (2.21 MB)
"Efficient and Accurate Selection of Optimal Collective Communication Algorithms Using Analytical Performance Modeling",
IEEE Access, vol. 9: IEEE, pp. 109355 - 109373, 07/2021.
Download: Efficient_and_Accurate_Selection_of_Optimal_Collective_Communication_Algorithms_Using_Analytical_Performance_Modeling.pdf (6.95 MB)
"Model-based selection of optimal MPI broadcast algorithms for multi-core clusters",
Journal of Parallel and Distributed Computing, vol. 165: Elsevier, pp. 1-16, 07/2022.
Download: 1-s2.0-S0743731522000697-main.pdf (988.38 KB)
"A Survey of Power and Energy Predictive Models in HPC Systems and Applications",
ACM Computing Surveys, vol. 50, issue 3: ACM, 10/2017.
Download: surveypowerenergymodelshpc.pdf (578.85 KB)
"Towards Application Energy Measurement and Modelling Tool Support",
13th International Conference on Parallel Computing Technologies (PaCT-2015), Petrozavodsk, Russia, Lecture Notes in Computer Science 9251, Springer, pp. 91-101, 31 Aug - 4 Sept, 2015.
Download: pact2015energy.pdf (383.55 KB)
"Application level energy measurements and models for hybrid platform with accelerators",
School of Computer Science, Dublin, University College Dublin, pp. 165, 05/2018.
Download: thesis.pdf (1.61 MB)
"Communication Performance Models for Heterogeneous Computational Clusters",
School of Computer Science and Informatics, Dublin, University College Dublin, pp. 115, 06/2009.
Download: moflynn-ethesis.pdf (925.45 KB)
"Energy aware ultrascale systems",
Ultrascale computing systems: IET, 03/2019.
Download: chap5.pdf (3.2 MB)
"SummaGen: Parallel Matrix-Matrix Multiplication Based on Non-rectangular Partitions for Heterogeneous HPC Platforms",
28th Heterogeneity in Computing Workshop (HCW 2019), Rio de Janeiro, Brazil, IEEE, 20/05/2019.
Download: hcw2019.pdf (673.25 KB)
