]
"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)
"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)
"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)
"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)
"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)
"Performance Optimization of Multithreaded 2D FFT on Multicore Processors: Challenges and Solution Approaches",
IEEE 25th International Conference on High Performance Computing Workshops (HiPCW), Bengaluru, India, IEEE, pp. 8-17, 17-20 Dec, 2018.
Download: paper.pdf (1.33 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.
"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)
"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)
"Building the Communication Performance Model of Heterogeneous Clusters Based on a Switched Network",
Proceedings of the 2007 IEEE International Conference on Cluster Computing (Cluster 2007), Austin, Texas, USA, IEEE Computer Society, pp. 568-575, September 17-20, 2007.
Download: CL070209.PDF (151.58 KB)
"Data Partitioning with a Functional Performance Model of Heterogeneous Processors",
International Journal of High Performance Computing Applications, vol. 21, issue 1: Sage, pp. 76-90, 2007.
Download: 76.pdf (497.14 KB)
"The 27th International Heterogeneity in Computing Workshop and the 16th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms",
Concurrency and Computation: Practice and Experience, vol. 32, issue 15: Wiley, pp. 3, 03/2020.
Download: cpe.5736.pdf (169.99 KB)
"A Non-Intrusive and Incremental Approach to Enabling Direct Communications in RPC-based Grid Programming Systems",
Computational Science - ICCS 2006: 6th International Conference, Reading, UK, May 28-31, 2006, Proceedings, Part III, vol. 3993: Springer Berlin / Heidelberg, pp. 1008-1011, 2006.
Download: WSES06.pdf (120.33 KB)
"HeteroMPI: Towards a Message-Passing Library for Heterogeneous Networks of Computers",
Journal of Parallel and Distributed Computing, vol. 66, issue 2: Elsevier, pp. 197-220, 2006.
Download: JPDC_HMPI_2006.pdf (349.02 KB)
"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)
"Two-dimensional Matrix Partitioning for Parallel Computing on Heterogeneous Processors Based on their Functional Performance Models",
7th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms (HeteroPar 2009) , Delft, Netherlands, Lecture Notes in Computer Science, vol. 6043, Springer, pp. 112-121, 25/9/2009, 2010.
Download: heteropar2009-2.pdf (1021.24 KB)
"HMPI: Towards a Message-Passing Library for Heterogeneous Networks of Computers",
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), Nice, France, IEEE Computer Society, 22-26 April 2003.
Download: IPDPS2003_HMPI.pdf (144.95 KB)
"Modeling Performance of Many-to-One Collective Communication Operations in Heterogeneous Clusters",
UCD CSI Technical Report 2006-3, 2006.
Download: 1157631827149.pdf (145.83 KB)
"Scientific Programming for Heterogeneous Systems - Bridging the Gap between Algorithms and Applications",
Proceedings of the 5th International Symposium on Parallel Computing in Electrical Engineering (PARELEC 2006), Bialystok, Poland, IEEE Computer Society Press, pp. 3-8, 13-17 Sept 2006.
Download: 1152191152218.pdf (66.64 KB)
"Adaptive Parallel Computing on Heterogeneous Networks with mpC",
Parallel Computing, vol. 28, issue 10, pp. 1369-1407, 2002.
Download: AdaptParComp_2002.pdf (290.43 KB)
"Model-based optimization of EULAG kernel on Intel Xeon Phi through load imbalancing",
IEEE Transactions on Parallel and Distributed Systems, vol. 28, issue 3: IEEE, pp. 787-797, 03/2017.
Download: TPDS_15.pdf (812.34 KB)
"Classification of Partitioning Problems for Networks of Heterogeneous Computers",
Proceedings of the 5th International Conference on Parallel Processing and Applied Mathematics (PPAM 2003), vol. 3019, Czestochowa, Poland, Springer, pp. 921-929, September 7-10, 2003.
Download: PPAM_classification.pdf (75.86 KB)
