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"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)
"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)
"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)
"Bi-Objective Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms for Performance and Energy Through Workload Distribution",
IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 3: IEEE, pp. 543-560, 03/2021.
Download: tpds-2021-32-3-09207974.pdf (1.58 MB)
"Compilation of Vector Statements of C[] Language for Architectures with Multilevel Memory Hierarchy",
Programming and Computer Software, vol. 27, issue 3, pp. 111-122, 2001.
Download: CompilOfVectorExpres_2001.pdf (87.7 KB)
"Effective Solving Scientific Problems on Heterogeneous Networks of Computers with mpC",
Journal of Computational Methods in Science and Engineering, vol. 2, issue 1-2: IOS Press, pp. 135-140, 2002.
"Efficient exact algorithms for continuous bi-objective performance-energy optimization of applications with linear energy and monotonically increasing performance profiles on heterogeneous high performance computing platforms",
Concurrency and Computation: Practice and Experience, vol. 35, issue 20: Wiley, pp. 1--19, 09/2023.
Download: Concurrency and Computation - 2022 - Khaleghzadeh - Efficient exact algorithms for continuous bi‐objective.pdf (1.58 MB)
"Exascale Machines Require New Programming Paradigms and Runtimes",
Supercomputing Frontiers and Innovations, vol. 2, issue 2, pp. 6-27, 09/2015.
Download: 44-301-3-PB.pdf (308.72 KB)
"Extension of ANSI C for vector and superscalar computers",
Programming and Computer Software, vol. 21, issue 1: Kluwer, pp. 17-25, 1995.
"Heterogeneous Computing",
Parallel Computing, vol. 31, issue 7: Elsevier, pp. 649-812, 2005.
Download: HC_2005.pdf (61 KB)
"Heterogeneous Distribution of Computations Solving Linear Algebra Problems on Networks of Heterogeneous Computers",
Journal of Parallel and Distributed Computing, vol. 61, issue 4: Academic Press, pp. 520-535, 2001.
Download: SolvinLinearAlgebra_2001.pdf (229.46 KB)
"A Hierarchical Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous Multi-Accelerator NUMA Nodes",
IEEE Access, vol. 8: IEEE, pp. 7861 - 7876, 01/2020.
Download: 08933138.pdf (3.4 MB)
"Hierarchical Multicore Thread Mapping via Estimation of Remote Communication",
The Journal of Supercomputing, vol. 74, issue 3: Springer, pp. 1321-1340, 03/2018.
"A Language and Programming Environment for High-Performance Parallel Computing on Heterogeneous Networks",
Programming and Computer Software, vol. 26, issue 4: Kluwer, pp. 216-236, 2000.
Download: PCS2000.pdf (1.87 MB)
"A Language Approach to High Performance Computing on Heterogeneous Networks",
Parallel and Distributed Computing Practices, vol. 2, issue 3: Nova Science Publishers, pp. 87-96, 1999.
"A Language Approach to High Performance Computing on Heterogeneous Networks",
Progress in Computer Research, vol. 2: Nova Science Publishers, pp. 215-226, 2001.
"MPI Support in the Grid",
Journal of Computing and Informatics, vol. 27, no. 2, pp. 213–222, 2008.
"Multicore processor computing is not energy proportional: An opportunity for bi-objective optimization for energy and performance",
Applied Energy, vol. 268, pp. 18, 06/2020.
Download: paper_r2.pdf (1.38 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 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)
"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)
"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)
"Performance Optimization of Multithreaded 2D Fast Fourier Transform on Multicore Processors Using Load Imbalancing Parallel Computing Method",
IEEE Access, vol. 6: IEEE, pp. 64202-64224, 10/2018.
Download: ACCESS2878271.pdf (2.78 MB)
"Porting the OPATM-BFM Application to a Grid e-Infrastructure – Optimization of Communication and I / O Patterns",
Computational Methods in Science and Technology, vol. 15, no. 1, pp. 9–19, 2009.
"Refined Description of the C[] Language",
Programming and Computer Software, vol. 28, issue 6, pp. 333-341, 2002.
Download: RefDescr_2002.pdf (54.55 KB)
