Iterative-improvement-based declustering heuristics for multi-disk databases

Information Systems

Volumn 30, Issue 1, 2005, Pages 47-70

  Koyutürk, Mehmet ^a   Aykanat, Cevdet ^b  

^a Purdue University   (United States)

^b BILKENT UNIVERSITY   (Turkey)

Author keywords

Declustering; Hypergraph partitioning; Iterative improvement; Max cut graph partitioning; Parallel database systems; Weighted similarity graph

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONSTRAINT THEORY; GRAPH THEORY; HEURISTIC METHODS; ITERATIVE METHODS; MATHEMATICAL MODELS; PARALLEL PROCESSING SYSTEMS;

DECLUSTERING; HYPERGRAPH PARTITIONING; ITERATIVE IMPROVEMENT; MAX CUT GRAPH PARTITIONING; PARALLEL DATABASE SYSTEMS; WEIGHTED SIMILARITY GRAPH;

DATABASE SYSTEMS;

EID: 4644289743     PISSN: 03064379     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.is.2003.08.003     Document Type: Article

References (37)

1. P. Ciaccia, Parallel independent grid files based on dynamic declustering method using multiple error correcting codes, Technical Report, University of Bologna, Laboratory for Computer Science, November, 1994.
2. Y. Zhou, S. Shekhar, M. Coyle, Disc allocation methods for parallelizing grid files, in: Proceedings of the 10th International Conference on Data Engineering, Houston, IX, 14-18 February, 1994, pp. 243-252.
3. C. Faloutsos, P. Bhagwat, Declustering using fractals, in: Proceedings of the 2nd International Conference on Parallel and Distributed Information Systems, 1993, pp. 18-25.
4. N. Koudas, C. Faloutsos, I. Kamel, Declustering spatial databases on a multi-computer architecture, in: EDBT Conference, 1996, pp. 592-614.
5. J. Li, J. Srivastava, D. Rotem, CMD: A multidimensional declustering method for parallel database systems, in: 18th International Conference on Very Large Data Bases, 1992, pp. 3-14.
6. B. Moon, A. Acharya, J. Saltz, Study of scalable declustering algorithms for parallel grid files, in: Proceedings of the 10th International Parallel Processing Symposium, Honolulu, HI, 1996, pp. 434-440.
7. Moon B., Saltz J.H. Scalability analysis of declustering methods for multidimensional range queries. IEEE Trans. Knowledge Data Eng. 10(2):1998;310-327.
8. S. Prabhakar, K. Abdel-Ghaffar, D. Agrawal, A.E. Abbadi, Efficient retrieval of multidimensional data sets through parallel I/O, in: Proceedings of the 5th International Conference on High Performance Computing, 1998.
9. S. Berchtold, C. Böhm, B. Braunmüller, D.A. Keim, H.P. Kriegel, Fast parallel similarity search in multimedia databases, in: SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, 1997, pp. 1-12.
10. L.T. Chen, D. Rotem, Declustering objects for visualization, in: 19th International Conference on Very Large Data Bases, 1993, pp. 85-96.
11. Kwon T.G., Lee S. Load-balanced data placement for variable-rate continuous media retrieval. Nwosu K.C., Thuraisingham B.M., Berra P.B. Multimedia Database Systems: Design Implementation Strategies. 1996;185-207 Kluwer Academic Publishers, New York.
12. Pang H., Jose B., Krishnan M.S. Resource scheduling in a high-performance multimedia server. IEEE Trans. Knowledge and Data Eng. 11(2):1999;303-320.
13. S. Prabhakar, D. Agrawal, A.E. Abbadi, A. Singh, T. Smith, Browsing and placement of multiresolution images on parallel disks, in: Proceedings of the Fifth Workshop on I/O in Parallel and Distributed Systems, San Jose, CA, 1997, pp. 102-113.
14. J. Jensch, R. Lüling, N. Sensen, A data layout strategy for parallel web servers, in: 4th International Euro-Par Conference, 1998, pp. 944-952.
15. Ciaccia P., Tiberio P., Zezula P. Declustering of key-based partitioned signature files. ACM Trans. Database Systems. 21(3):1996;295-338.
16. Shekhar S., Liu D.R. Partitioning similarity graphs. a framework for declustering problems Information Systems. 21(6):1996;475-496.
17. Shekhar S., Ravada S., Kumar V., Chubb D., Turner G. Declustering and load balancing methods for parallelizing geographical information systems. IEEE Trans. on Knowledge and Data Engineering. 10(4):1998;652-655.
18. M.H. Kim, S. Pramanik, Optimal file distribution for partial match retrieval, in: Proceedings of ACM SIGMOD Conference, 1988, pp. 173-182.
19. H.V. Jagadish, Linear clustering of objects with multiple attributes, in: Proceedings of ACM SIGMOD Conference, 1990, pp. 332-342.
20. Dasdan A., Aykanat C. Two novel multi-way circuit partitioning algorithms using relaxed locking. IEEE Trans. Computer-Aided Des. 16(2):1997;169-177.
21. Lengauer T. Combinatorial Algorithms for Integrated Circuit Layout. 1990;Wiley, Chichester, UK.
22. Çatalyürek U.V., Aykanat C. Hypergraph-partitioning based decomposition for parallel sparse-matrix vector multiplication. IEEE Trans. Parallel Distributed Computing. 10(7):1999;673-693.
23. Hendrickson B., Kolda T.G. Graph partitioning models for parallel computing. Parallel Computing. 26(12):2000;1519-1534.
24. C.E. Jacobs, A. Finkelstein, D.H. Salesin, Fast multiresolution image querying, in: Computer Graphics Proceedings, Los Angeles, CA, 1995, pp. 277-286.
25. Zhou S., Williams M.H. Data placement in parallel database systems. Abdelguerfi M., Wong K. Parallel Database Techniques. 1998;203-219 IEEE Computer Science Press, Los Alamitos, CA. (Chapter 10).
26. Karp R. Reducibility among combinatorial problems. Miller J.E., Thatcher J.W. Complexity of Computer Computations. 1972;85-103 Plenum Press, New York.
27. Kernighan B.W., Lin S. An efficient heuristic procedure for partitioning graphs. Bell System Tech. J. 49(2):1970;291-307.
28. C.M. Fiduccia, R.M. Mattheyses, A linear-time heuristic for improving network partitions, in: Proceedings of the 19th ACM/IEEE Design Automation Conference, 1982, pp. 175-181.
29. Sanchis L.A. Multiple-way network partitioning. IEEE Trans. Comput. 38(1):1989;62-81.
30. M. Koyuturk, Hypergraph based declustering for multi-disk databases, M.S. Thesis, Computer Engineering Department, Bilkent University, September 2000 (Tech. Rep. BU-CE-0017, http://www.cs.bilkent.edu.tr/tech-reports/2000/).
31. Horowitz E., Sahni S. Fundamentals of Computer Algorithms. 1978;Computer Science Press, Potomac, MD.
32. E.F. Clark, Pilot Europan Image Processing Archive, http://peipa.essex.ac.uk/ipa/pix/faces/manchester/train/.
33. Massachussets Institute of Technology Image Database, ftp://whitechapel.media.mit.edu/pub/images/faceimages.zip.
34. The ORL Database of Faces, ftp://ftp.uk.research.att.com/pub/data/att_faces.tar.Z, AT&T Laboratories, Cambridge, 1999
35. H.A. Güvenir, I. Uysal, Bilkent University Function Approximation Repository, " http://funapp.cs.bilkent.edu.tr/ " (2000).
36. Hanan S. The Design and Analysis of Spatial Data Structures. 1990;Addison-Wesley, Reading, MA.
37. Bureau of Transportation Statistics, National transportation atlas databases, CD-ROM, 1999.