(Enter summary)
Abstract: . We classify clustering algorithms into sequence-based techniques
---which transform the object net into a linear sequence---and
partition-based clustering algorithms. Tsangaris and Naughton [TN91,
TN92] have shown that the partition-based techniques are superior. However,
their work is based on a single partitioning algorithm, the Kernighan
and Lin heuristics, which is not applicable to realistically large object
bases because of its high running-time complexity. The contribution of
this... (Update)
Context of citations to this paper: More
...to one cluster. This can be done by using clustering algorithms. For our system we have adapted the greedy graph partitioning algorithm [GKKM93] since it achieves good results in reasonable time. In the first phase the algorithm sorts the edges of the graph in decreasing order...
.... This allows full reorganization of a data segment by moving objects into a new segment and deletion of the old segment afterwards [GKKM93] A handle segment is an extensible array of handles stored in page slots. To directly map an OID to a handle, an OID has the following...
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BibTeX entry: (Update)
C. Gerlhof, A. Kemper, C. Kilger, and G. Moerkotte. Partition-based clustering in object bases: From theory to practice. In Proc. of the Intl. Conf. on Foundations of Data Organization and Algorithms (FODO), volume 730 of Lecture Notes in Computer Science (LNCS), pages 301--316, Chicago, IL, October 1993. Springer-Verlag. http://citeseer.ist.psu.edu/gerlhof93partitionbased.html More
@inproceedings{ gerlhof93partitionbased,
author = "Carsten A. Gerlhof and Alfons Kemper and Christoph Kilger and Guido Moerkotte",
title = "Partition-Based Clustering in Object Bases: From Theory to Practice",
booktitle = "Intl. Conf. on Foundations of Data Organization and Algorithms",
volume = "730",
publisher = "Springer",
pages = "301--316",
year = "1993",
url = "citeseer.ist.psu.edu/gerlhof93partitionbased.html" }
Citations (may not include all citations):
429
An efficient heuristic procedure for partitioning graphs (context) - Kernighan, Lin - 1970
421
A linear-time heuristic for improving network partitions (context) - Fidducia, Mattheyses - 1982
134
Object and file management in the EXODUS extensible database.. (context) - Carey, DeWitt et al.
78
An improved min-cut algorithm for partitioning VLSI networks (context) - Krishnamurthy - 1984
57
segmented memory system for an object-oriented database (context) - Hornick, Zdonik et al. - 1987
50
the performance of object clustering techniques
- Tsangaris, Naughton - 1992
42
A stochastic approach for clustering in object bases (context) - Tsangaris, Naughton - 1991
39
VLSI cell placement techniques (context) - Shahookar, Mazumber - 1991
33
Static grouping of small objects to enhance performance of a.. (context) - Stamos - 1984
31
concurrent implementation of an object-oriented database man.. (context) - Hudson, King et al. - 1989
19
Partition-based clustering in object bases: From theory to p..
- Gerlhof, Kemper et al. - 1992
19
Clustering a DAG for CAD databases (context) - Banerjee, Kim et al. - 1988
16
A class of min-cut placement algorithms (context) - Breuer - 1977
8
Efficient algorithm for the partitioning of trees (context) - Lukes - 1974
7
An evaluation model for clustering strategies in the O2 obje.. (context) - Benzaken - 1990
5
the shortest spanning subgraph of a graph and the travelling.. (context) - Kruskal - 1956
4
Fakultat fur Informatik (context) - Gerlhof, Kemper et al. - 1992
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