| 4/2011 - 7 |
An Optimal Initial Partitioning of Large Data Model in Utility Management SystemsCAPKO, D.   , ERDELJAN, A. , POPOVIC, M. , SVENDA, G. |
View the paper record and citations in  |
| Click to see author's profile in SCOPUS, IEEE Xplore, Web of Science |
Download PDF  (608 KB) | Citation | Downloads: 1,445 | Views: 4,672 |
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. |
| References | | | Cited By «-- Click to see who has cited this paper |
| [1] Utility Management Systems (UMS) Data Access Facility DAF, OMG Specification, Version 2.0.1, 2005.
[2] M. Craus, C. Bulancea, "Using Agent Technology Combined with ACO Metaheuristics on Load Balancing Algorithms", Advances in Electrical and Computer Engineering, vol. 4, no. 2, pp. 55-59, 2004. [3] K. Schloegel, G. Karypis, V. Kumar, "Graph Partitioning for High Performance Scientific Simulations", Technical Report, University of Minesota, 2000. [4] B. Henderson, T. G. Kolda, "Graph partitioning models for parallel computing", Parallel Computing, vol. 26, no. 12, pp. 1519-1534, 2000. [CrossRef] [Web of Science Times Cited 233] [5] M. R. Garey, D. S. Johnson, "Computers and Intractability: A Guide to the Theory of NP-Completeness", W.H.Freeman, San Francisco, 1979. [6] B. W. Kernighan, S. Lin, "An efficient heuristic procedure for partitioning graphs", The Bell System Technical Journal, vol. 49, no. 2, pp. 291-307, 1970. [7] C. M. Fiduccia, R. M. Mattheyses, "A linear time heuristic for improving network partitions", In: Proc. 19th IEEE Design Automation Conference, pp. 175-181, 1982. [CrossRef] [8] G. Karypis, V. Kumar, "A fast and high quality multilevel scheme for partitioning irregular graphs", SIAM Journal of Scientific Computing, vol. 20, no. 1, pp. 359-392, 1998. [CrossRef] [Web of Science Times Cited 2964] [9] Henderson, B., Leland, R., "A Multilevel Algorithm for Partitioning Graphs", Proceedings of ACM/IEEE conference on Supercomputing, San Diego, 1995. [CrossRef] [10] C. Walshaw, M. Cross, "JOSTLE: Parallel Multilevel Graph-Partitioning Software - An Overview". In F. Magoules, editor, Mesh Partitioning Techniques and Domain Decomposition Techniques, pp. 27-58, Civil-Comp Ltd, 2007. [11] F. Pellegrini, J. Roman, "SCOTCH: A software package for static mapping by dual recursive bipartitioning of process and architecture graphs", HPCN-Europe, Springer LNCS 1067, pp. 493-498, 1996. [CrossRef] [12] H. Meyerhenke, B. Monien, S. Schamberger, "Accelerating shape optimizing load balancing for parallel FEM simulations by algebraic multigrid", In Proc.20th Intl. Parallel and Distributed Processing Symposium (IPDPS'06). IEEE, 2006. [CrossRef] [13] Cybenko, G., "Dynamic load balancing for distributed memory multiprocessors", Journal of Parallel and Distributed Computing., vol. 7, no. 2, pp. 279-301, 1989. [CrossRef] [Web of Science Times Cited 565] [14] H. Meyerhenke, B Monien, T. Sauerwald, "A new diffusion-based multilevel algorithm for computing graph partitions of very high quality", In: Proceedings of the 22nd International Parallel and Distributed Processing Symposium (IPDPS'08), IEEE Computer Society, pp. 1-13, 2008. [CrossRef] [15] IEC 61970 Energy management system application program interface (EMS-API) - Part 301: Common Information Model (CIM) Base, IEC, Edition 2.0, 2007. [16] D. Capko, A. Erdeljan, M. Popovic, G. Svenda, "An Optimal Relationship-Based Partitioning of Large Datasets", 14th East-European Conference on Advances in Databases and Information Systems, Novi Sad, Serbia, 2010. [17] C. Godsil, G. Royle, Algebraic Graph Theory, Springer Verlag, 2001. [CrossRef] [18] A. Grama, A. Gupta, G. Karypis, V. Kumar, Introduction to Parallel Computing, Second Edition, Addison Wesley, 2003. [19] R. E. Korf, "A Complete Anytime Algorithm for Number Partitioning", Artificial Intelligence, vol.106, no. 2, pp.181-203, 1998. [CrossRef] [Web of Science Times Cited 99] [20] R. E. Korf, "Multi-Way Number Partitioning", International Joint Conference on Artificial Intelligence, Pasadena, California, US, 2009. [21] M. Popovic, I. Basicevic, V. Vrtunski, "A Task Tree Executor: New Runtime for Parallelized Legacy Software", 16th Annual IEEE International Conference and Workshop on the Engineering of Computer Based Systems, ECBS 2009, San Francisco, USA, 2009. [CrossRef] [Web of Science Times Cited 3] [22] D. Shirmohammadi, H. W. Hong, A. Semlyen, G. X. Luo, "A Compensation-Based Power Flow Method For Weakly Meshed Distribution And Transmission Networks", IEEE Transactions on Power Systems, vol. 3, no. 2, pp. 753-762, 1988. [CrossRef] [Web of Science Times Cited 735] [23] B. Allaoua, A. Laoufi, "Optimal Power Flow Solution Using Ant Manners for Electrical Network", Advances in Electrical and Computer Engineering, vol. 9, no. 2, pp. 34-40, 2009. [CrossRef] [Full Text] [Web of Science Times Cited 25] [24] G. Grigoras, G. Cartina, E. C. Bobric, "Strategies for Power/Energy Saving in Distribution Networks", Advances in Electrical and Computer Engineering, vol. 9, no.1, pp. 61-64, 2010. [CrossRef] [Full Text] [Web of Science Times Cited 11] Web of Science® Citations for all references: 4,635 TCR SCOPUS® Citations for all references: 0 Web of Science® Average Citations per reference: 193 ACR SCOPUS® Average Citations per reference: 0 TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-04-15 18:07 in 81 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site. |
Copyright ©2001-2024
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
