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 (IBM)
- 2. Vittorio Castelli (IBM)
- 3. Anant Jhingran (IBM)
- 4. Chung-Sheng Li (IBM)
BibTeX Citation
@inproceedings{smith_pods98,
address = {New York, NY, USA},
series = {{PODS} '98},
title = {{Dynamic Assembly of Views in Data Cubes}},
url = {https://dl.acm.org/doi/10.1145/275487.275518},
doi = {10.1145/275487.275518},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Smith, John R. and Castelli, Vittorio and Jhingran, Anant and Li, Chung-Sheng},
year = {1998}
}Incoming Citations (Sorted by Pagerank)
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| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
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 | 0.00071822821 |
| 207 | On the Computation of Multidimensional Aggregates | 1996 | VLDB | 0.00025088003 |
| 324 | An Array-Based Algorithm for Simultaneous Multidimensional Aggregates | 1997 | SIGMOD | 0.00021200835 |
| 1,083 | Fast Computation of Sparse Datacubes | 1997 | VLDB | 0.00012256953 |
| 1,100 | Range Queries in OLAP Data Cubes | 1997 | SIGMOD | 0.00012169143 |
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