Self-Adaptive, On-Line Reclustering of Complex Object Data
Summary: Self-adaptive, on-line reclustering for large, heterogeneous objects in object-oriented databases. Architecture decomposes clustering into concurrent modules—statistics collection, cluster analysis, and reorganization—to adapt in real time to shifting usage patterns, with experiments showing reduced object-access miss rates. (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 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,425 | Semi-automatic, Self-adaptive Control of Garbage Collection Rates in Object Databases | 1996 | SIGMOD | 5.0614769e-05 |
| 7,523 | On-line Reorganization in Object Databases | 2000 | SIGMOD | 4.7135369e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 214 | THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME | 1987 | SIGMOD | 0.00033644457 |
| 1,175 | The Performance and Utility of the Cactis Implementation Algorithms | 1990 | VLDB | 0.00013485683 |
| 1,657 | A Stochastic Approach for Clustering in Object Bases | 1991 | SIGMOD | 0.00010975412 |
| 5,820 | Effective Clustering Of Complex Objects In Object-Oriented Databases | 1991 | SIGMOD | 5.3138575e-05 |
| 7,196 | Incremental File Reorganization Schemes | 1985 | VLDB | 4.7988439e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,944 | A Cost Model for Clustered Object-Oriented Databases | 1995 | VLDB | 5.8120276e-05 |
| 2,223 | Efficient Assembly of Complex Objects | 1991 | SIGMOD | 9.2579138e-05 |
| 1,657 | A Stochastic Approach for Clustering in Object Bases | 1991 | SIGMOD | 0.00010975412 |
| 6,425 | Semi-automatic, Self-adaptive Control of Garbage Collection Rates in Object Databases | 1996 | SIGMOD | 5.0614769e-05 |
| 1,714 | Implementation Techniques of Complex Objects | 1986 | VLDB | 0.00010777308 |
| 1,894 | On the Performance of Object Clustering Techniques | 1992 | SIGMOD | 0.00010175304 |
| 9,063 | Adaptive Information System Design: One Query at a Time | 1985 | SIGMOD | 4.3997447e-05 |
| 440 | Exploiting Inheritance and Structure Semantics for Effective Clustering and Buffering in an Object-Oriented DBMS | 1989 | SIGMOD | 0.00023176583 |
| 9,006 | A Conceptual Model for Dynamic Clustering in Object Databases | 1992 | VLDB | 4.4067139e-05 |
| 5,820 | Effective Clustering Of Complex Objects In Object-Oriented Databases | 1991 | SIGMOD | 5.3138575e-05 |