A Stochastic Approach for Clustering in Object Bases
Summary: Optimal object clustering under probabilistic access patterns is rigorously formulated for object bases. In a second model, clustering is NP-complete and reduces to graph partitioning; a Kernighan-style heuristic is proposed with experiments against baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 209 | Schism: a Workload-Driven Approach to Database Replication and Partitioning | 2010 | VLDB | 0.00034468292 |
| 1,893 | On the Performance of Object Clustering Techniques | 1992 | SIGMOD | 0.00010184132 |
| 2,563 | Dual-Buffering Strategies in Object Bases | 1994 | VLDB | 8.5320612e-05 |
| 4,066 | Partition Selection Policies in Object Database Garbage Collection | 1994 | SIGMOD | 6.4816195e-05 |
| 4,404 | A Decomposition-Based Simulated Annealing Technique for Data Clustering | 1994 | PODS | 6.2167147e-05 |
| 5,196 | Clustering Techniques for Minimizing External Path Length | 1996 | VLDB | 5.6365164e-05 |
| 6,965 | Self-Adaptive, On-Line Reclustering of Complex Object Data | 1994 | SIGMOD | 4.8812211e-05 |
| 7,524 | On-line Reorganization in Object Databases | 2000 | SIGMOD | 4.7180617e-05 |
| 8,565 | Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions | 1997 | VLDB | 4.4937074e-05 |
| 12,892 | The Term Retrieval Abstract Machine | 1992 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,173 | The Performance and Utility of the Cactis Implementation Algorithms | 1990 | VLDB | 0.00013494453 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,807 | Effective Clustering Of Complex Objects In Object-Oriented Databases | 1991 | SIGMOD | 5.3189404e-05 |
| 13,610 | Programmable Clustering | 2006 | PODS | - |
| 3,636 | Efficient and Effective Algorithms for Clustering Uncertain Graphs | 2019 | VLDB | 6.8976555e-05 |
| 6,076 | Window Query-Optimal Clustering of Spatial Objects | 1995 | PODS | 5.223696e-05 |
| 7,608 | Clustering Objects on a Spatial Network | 2004 | SIGMOD | 4.6967024e-05 |
| 12,267 | An Access Cost-Aware Approach for Object Retrieval over Multiple Sources | 2010 | VLDB | 4.1945683e-05 |
| 9,000 | A Conceptual Model for Dynamic Clustering in Object Databases | 1992 | VLDB | 4.410916e-05 |
| 6,545 | Clustering Uncertain Graphs | 2018 | VLDB | 5.0193115e-05 |
| 6,965 | Self-Adaptive, On-Line Reclustering of Complex Object Data | 1994 | SIGMOD | 4.8812211e-05 |
| 1,893 | On the Performance of Object Clustering Techniques | 1992 | SIGMOD | 0.00010184132 |