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"Parallel Computing on Heterogeneous Networks: Challenges and Responses",
Problems of Programming, vol. 10, issue 2-3, pp. 251-260, 2004.
Download: 34 - Lastovetsky.pdf (95.7 KB)
Parallel Computing on Heterogeneous Networks,
: John Wiley & Sons, pp. 423, 2003.
Download: cover.jpg (227.84 KB)
"A Parallel Algorithm for the Solution of the Deconvolution Problem on Heterogeneous Networks",
Proceedings of the 8th IEEE International Conference on Cluster Computing (Cluster 2006), Barcelona, Spain, IEEE Computer Society, 25-28 Sept 2006.
Download: 1159786470990.pdf (127.63 KB)
"An Overview of Heterogeneous High Performance and Grid Computing",
Engineering the Grid: Status and Perspective: American Scientific Publishers, February 2006.
Download: ASP_Overview2006.pdf (199.93 KB)
"Out-of-core Implementation for Accelerator Kernels on Heterogeneous Clouds",
The Journal of Supercomputing, vol. 74, issue 2, pp. 551-568, 2018.
Download: paper.pdf (762.34 KB)
"Optimizations to enhance sustainability of MPI applications",
EuroMPI/ASIA '14, Kyoto, Japan, ACM, 9-12 September, 2014.
Download: p145-carretero.pdf (351.18 KB)
"Optimization of Multithreaded Data-parallel Applications on Modern Multicore CPUs For Performance and Energy Using Application-level Decision Variables",
School of Computer Science, Dublin, University College Dublin, pp. 181, 09/2019.
Download: PhD_Thesis_Semyon_Khokhriakov.pdf (8.7 MB); thesis-summary.pdf (621.98 KB)
"Optimization of Data-Parallel Scientific Applications on Highly Heterogeneous Modern HPC Platforms",
School of Computer Science and Informatics, Dublin, University College Dublin, pp. 142, 08/2014.
Abstract
Download: ziming_thesis.pdf (1.06 MB)
"Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Dynamic Energy Through Workload Distribution",
17th Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2019), Gottingen, Germany, Lecture Notes in Computer Science, vol. 11997, Springer, 08/2019, 2020.
Download: Khaleghzadeh2020_Chapter_OptimizationOfData-ParallelApp.pdf (692.31 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)
"Optimization of collective communication for heterogeneous HPC platforms",
High-Performance Computing on Complex Environments: Wiley, pp. 95-114, 2014.
Download: coll-comm-complexhpc2013.pdf (334.71 KB)
"Optimal Partitioning for Parallel Matrix Computation on a Small Number of Abstract Heterogeneous Processors",
School of Computer Science and Informatics, Dublin, University College Dublin, pp. 161, 09/2014.
Abstract
Download: AshleyPhDThesis.pdf (3.22 MB)
"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)
"Optimal Data Partitioning Shape for Matrix Multiplication on Three Fully Connected Heterogeneous Processors",
12th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar'2014), Porto, Portugal, 25 August, 2014.
Download: heteropar2014.pdf (772.84 KB)
"OpenH: A Novel Programming Model and API for Developing Portable Parallel Programs on Heterogeneous Hybrid Servers",
IEEE Access, vol. 12, pp. 23666--23694, 02/2024.
Download: OpenH.pdf (2.4 MB)
"On Performance Analysis of Heterogeneous Parallel Algorithms",
Parallel Computing, vol. 30, issue 11, pp. 1195-1216, 2004.
Download: ParCom2004_hetero_perf.pdf (750.84 KB)
"On Grid-based Matrix Partitioning for Heterogeneous Processors",
Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), Hagenberg, Austria, IEEE Computer Society, pp. 383-390, 5-8 July 2007.
Download: 1183978187354.pdf (233.09 KB)
"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)
"A Novel Statistical Learning-Based Methodology for Measuring the Goodness of Energy Profiles of Applications Executing on Multicore Computing Platforms",
Energies, vol. 13, issue 15: MDPI, pp. 22, 08/2020.
Download: energies-13-03944.pdf (4.08 MB); supplemental.pdf (188.52 KB)
"Novel Data-Partitioning Algorithms for Performance and Energy Optimization of Data-Parallel Applications on Modern Heterogeneous HPC Platforms",
School of Computer Science, Dublin, University College Dublin, pp. 264, 03/2019.
Download: thesis-hamid.pdf (5.9 MB)
"A Novel Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms",
IEEE Transactions on Parallel and Distributed Systems, vol. 29, issue 10: IEEE, pp. 2176-2190, 10/2018.
Download: paper_r2.pdf (1.49 MB); tpds2018hpoptasuppl.pdf (3.4 MB)
"A novel data partitioning algorithm for dynamic energy optimization on heterogeneous high-performance computing platforms",
Concurrency and Computation: Practice and Experience, vol. 33, issue 21: Wiley, pp. e5928, 07/2020.
Download: CCPE-2020-dynamic-energy.pdf (1.34 MB)
"A Novel Algorithm of Optimal Matrix Partitioning for Parallel Dense Factorization on Heterogeneous Processors",
Proceedings of the 9th International Conference on Parallel Computing Technologies (PaCT 2007), vol. 4671, Pereslavl-Zalessky, Russia, Springer, pp. 261-275, 3-7 September, 2007.
Download: 1182174947076.pdf (305.56 KB)
"A Novel Algorithm for Bi-objective Performance-Energy Optimization of Applications with Continuous Performance and Linear Energy Profiles on Heterogeneous HPC Platforms",
19th Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2021), Lisbon, Portugal, Lecture Notes in Computer Science, vol. 13098, Springer, pp. 166-178, 31/08/2021, 2022.
Download: Khaleghzadeh2022_Chapter_ANovelAlgorithmForBi-objective.pdf (1.07 MB)
"Non-intrusive and incremental evolution of Grid programming systems",
School of Computer Science and Informatics, Dublin, Ireland, University College Dublin, pp. 124, 03/2011.
Download: xin_thesis_final.pdf (1.74 MB)
