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An Optimal Initial Partitioning of Large Data Model in Utility Management SystemsCAPKO, D. , ERDELJAN, A. , POPOVIC, M. , SVENDA, G. |
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Author keywords
partitioning algorithms, SCADA systems, power system management, load flow, parallel processing
References keywords
partitioning(10), parallel(8), computing(6), graph(5), systems(4), power(4), multilevel(4), ipdps(4), graphs(4), distributed(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2011-11-30
Volume 11, Issue 4, Year 2011, On page(s): 41 - 46
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2011.04007
Web of Science Accession Number: 000297764500007
SCOPUS ID: 84856622601
Abstract
Modern Utility Management Systems which utilize multiprocessor systems for efficient processing of large data model are considered in this paper. The necessary preconditions for the efficient calculation are optimal load balancing of processors and data model partitioning among processors. The novel multilevel Super-Roots (SR) algorithm was developed to improve existing algorithms (e. i. METIS) for initial partitioning of data model. The proposed algorithms are applied on data model describing large electricity power distribution network. Experiments show that SR algorithm achieves better results than METIS multilevel algorithm in many cases. |
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[1] An Automatic Instruction-Level Parallelization of Machine Code, MARINKOVIC, V., POPOVIC, M., DJUKIC, M., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 1, Volume 18, 2018.
Digital Object Identifier: 10.4316/AECE.2018.01004 [CrossRef] [Full text]
[2] Performance Improvements for a Large-scale Geological Simulation, Apostal, David, Foerster, Kyle, Desell, Travis, Gosnold, William, Procedia Computer Science, ISSN 1877-0509, Issue , 2014.
Digital Object Identifier: 10.1016/j.procs.2014.05.023 [CrossRef]
[3] Load Balancing of Large Distribution Network Model Calculations, MARTINOVIC, L., CAPKO, D., ERDELJAN, A., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 4, Volume 17, 2017.
Digital Object Identifier: 10.4316/AECE.2017.04002 [CrossRef] [Full text]
[4] Electric power system one-line diagram generation with branch and bound algorithm, Lendak, Imre, Vidacs, Attila, Erdeljan, Aleksandar, 2012 IEEE International Energy Conference and Exhibition (ENERGYCON), ISBN 978-1-4673-1454-1, 2012.
Digital Object Identifier: 10.1109/EnergyCon.2012.6348286 [CrossRef]
[5] Work, Span, and Parallelism of Transactional Memory Programs, Popovic, Miroslav, Kordic, Branislav, Basicevic, Ilija, 2015 4th Eastern European Regional Conference on the Engineering of Computer Based Systems, ISBN 978-1-4673-7967-0, 2015.
Digital Object Identifier: 10.1109/ECBS-EERC.2015.18 [CrossRef]
[6] Estimation methods of calculations complexity in distribution management systems, Martinovic, Lajos, Capko, Darko, Erdeljan, Aleksandar, 2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI), ISBN 978-1-4799-5338-7, 2014.
Digital Object Identifier: 10.1109/CINTI.2014.7028697 [CrossRef]
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Stefan cel Mare University of Suceava, Romania
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