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"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 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 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)
"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)
"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)
"mpC: A Multi-Paradigm Programming Language for Massively Parallel Computers",
ACM SIGPLAN Notices, vol. 31, issue 2: ACM, pp. 13-20, 1996.
Download: ACM_SIGPLAN_1996.pdf (846.66 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 distribution for dense factorization on computers with memory heterogeneity",
Parallel Computing, vol. 33, issue 12, pp. 757-779, 12/2007.
Abstract
Download: sdarticle.pdf (714.34 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)
"Data Partitioning for Multiprocessors with Memory Heterogeneity and Memory Constraints",
Scientific Programming, vol. 13, issue 2: IOS Press, pp. 93-112, 2005.
Download: JSP_data_partitioning_2005.pdf (204.98 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)
"New Model-based Methods and Algorithms for Performance and Energy Optimization of Data Parallel Applications on Homogeneous Multicore Clusters",
IEEE Transactions on Parallel and Distributed Systems, vol. 28, issue 4: IEEE, pp. 1119-1133, 04/2017.
Download: performance-energy-homo-multicore-clusters.pdf (1.27 MB)
"Energy-Efficient Parallel Computing: Challenges to Scaling",
Information, vol. 14, issue 4, pp. 1--29, 04/2023.
Download: information-14-00248.pdf (1.53 MB)
"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)
"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)
"Accurate Heterogeneous Communication Models and a Software Tool for their Efficient Estimation",
International Journal of High Performance Computing Applications, vol. 24, issue 1, pp. 34-48, 2010.
Download: IJHPCA_2010.pdf (160.91 KB)
"Towards a Realistic Performance Model for Networks of Heterogeneous Computers",
Proceedings of IFIP TC5 Workshop, World Computer Congress, August 22-27 2004, Toulouse, France: Springer, pp. 39-58, 2005.
Download: IFIP TC5_Workshop_2005.pdf (583.39 KB)
"MPIBlib: Benchmarking MPI Communications for Parallel Computing on Homogeneous and Heterogeneous Clusters",
15th European PVM/MPI User's Group Meeting, vol. 5205, Dublin, Ireland, Springer-Verlag Berlin Heidelberg, pp. 227-238, September 7-10, 2008.
Download: 52050227.pdf (341.9 KB)
"Heterogeneous Parallel Computing: from Clusters of Workstations to Hierarchical Hybrid Platforms",
Supercomputing Frontiers and Innovations, vol. 1, issue 3, pp. 70-87, 12/2014.
Download: 32-140-2-PB.pdf (747.18 KB)
"An Accurate Communication Model of a Heterogeneous Cluster Based on a Switch-Enabled Ethernet Network",
Proceedings of the 12th International Conference on Parallel and Distributed Systems (ICPADS 2006), vol. 2, Minneapolis, Minnesota, USA, IEEE Computer Society Press, pp. 15-20, 12-15 July 2006.
Download: 1153144642501.pdf (136.5 KB)
"An Approach to Assessment of Heterogeneous Parallel Algorithms",
Proceedings of the 7th International Conference on Parallel Computing Technologies (PaCT 2003), vol. 2763, Nizhni Novgorod, Russia, pp. 117-129, 15-19 Sept 2003.
Download: PaCT_hetero_analysis.pdf (138.22 KB)
