Dynamic Assembly of Views in Data Cubes
Summary: Proposes view elements—an indexed hierarchy of partial and residual aggregations that act as fine-grained building blocks to dynamically synthesize aggregated and range-aggregated views from data cubes instead of full materialization. Provides a fast optimal algorithm for selecting non‑expansive element sets and a greedy redundant-selection heuristic, driven by access frequencies, to minimize processing and storage costs for populations of views. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. John R. Smith
- 2. Vittorio Castelli
- 3. Anant Jhingran
- 4. Chung-Sheng Li
Incoming Citations (Sorted by Pagerank)
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| Rank | Citing Paper | Year | Venue | Pagerank |
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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 |
|---|---|---|---|---|
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011695087 |
| 247 | On the Computation of Multidimensional Aggregates | 1996 | VLDB | 0.00030923842 |
| 368 | An Array-Based Algorithm for Simultaneous Multidimensional Aggregates | 1997 | SIGMOD | 0.00025508459 |
| 1,193 | Fast Computation of Sparse Datacubes | 1997 | VLDB | 0.00013412915 |
| 1,363 | Range Queries in OLAP Data Cubes | 1997 | SIGMOD | 0.00012380611 |
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