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Algorithms for Loading Parallel Grid Files.

Jianzhong Li, Doron Rotem, Jaideep Srivastava: Algorithms for Loading Parallel Grid Files. SIGMOD Conference 1993: 347-356
@inproceedings{DBLP:conf/sigmod/LiRS93,
  author    = {Jianzhong Li and
               Doron Rotem and
               Jaideep Srivastava},
  editor    = {Peter Buneman and
               Sushil Jajodia},
  title     = {Algorithms for Loading Parallel Grid Files},
  booktitle = {Proceedings of the 1993 ACM SIGMOD International Conference on
               Management of Data, Washington, D.C., May 26-28, 1993},
  publisher = {ACM Press},
  year      = {1993},
  pages     = {347-356},
  ee        = {http://doi.acm.org/10.1145/170035.170086, db/conf/sigmod/LiRS93.html},
  crossref  = {DBLP:conf/sigmod/93},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX

Abstract

The paper describes three fast loading algorithms for grid files on a parallel shared nothing architecture. The algorithms use dynamic programming and sampling to effectively partition the data file among the processors to achieve maximum parallelism in answering range queries. Each proceezor then constructs in parallel its own portion of the grid file. Analytical results and simulations are given for the three algorithms.

Copyright © 1993 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.


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Peter Buneman, Sushil Jajodia (Eds.): Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, D.C., May 26-28, 1993. ACM Press 1993 BibTeX , SIGMOD Record 22(2), June 1993
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References

[GAK90]
Khaled A. S. Abdel-Ghaffar, Amr El Abbadi: On the Optimality of Disk Allocation for Cartesian Product Files. PODS 1990: 258-264 BibTeX
[FKK91]
...
[HUA90]
Kien A. Hua, Chiang Lee: An Adaptive Data Placement Scheme for Parallel Database Computer Systems. VLDB 1990: 493-506 BibTeX
[HOR78]
Ellis Horowitz, Sartaj Sahni: Fundamentals of Computer Algorithms. Computer Science Press 1978
BibTeX
[LSR92]
Jianzhong Li, Jaideep Srivastava, Doron Rotem: CMD: A Multidimensional Declustering Method for Parallel Data Systems. VLDB 1992: 3-14 BibTeX
[NIC92]
...
[NIE84]
Jürg Nievergelt, Hans Hinterberger, Kenneth C. Sevcik: The Grid File: An Adaptable, Symmetric Multikey File Structure. ACM Trans. Database Syst. 9(1): 38-71(1984) BibTeX
[OMI92]
...
[ROS81]
Arnold L. Rosenberg, Lawrence Snyder: Time- and Space-Optimality in B-Trees. ACM Trans. Database Syst. 6(1): 174-193(1981) BibTeX
[ROT88]
Doron Rotem, Arie Segev: Algorithms for Multidimensional Partitioning of Static Files. IEEE Trans. Software Eng. 14(11): 1700-1710(1988) BibTeX
[SES92]
...
[SSN92]
S. Seshadri, Jeffrey F. Naughton: Sampling Issues in Parallel Database Systems. EDBT 1992: 328-343 BibTeX
[STO86]
Michael Stonebraker: The Case for Shared Nothing. IEEE Database Eng. Bull. 9(1): 4-9(1986) BibTeX

Referenced by

  1. Scott T. Leutenegger, David M. Nicol: Efficient Bulk-Loading of Gridfiles. IEEE Trans. Knowl. Data Eng. 9(3): 410-420(1997)
  2. Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik: The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45(1997)
  3. Jaideep Srivastava, Thomas M. Niccum, Bhaskar Himatsingka: Data Declustering in PADMA: A PArallel Database MAnager. IEEE Data Eng. Bull. 17(3): 3-13(1994)
BibTeX
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