Implementing Data Cubes Efficiently
Summary: Uses a view-dependency lattice to decide which data-cube cells to materialize when full materialization is infeasible; greedy algorithms yield constant-factor near-optimality. Hypercube-lattice focus, detailing space–time tradeoffs and practical materialization strategies for fast aggregates. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Venky Harinarayan (Stanford University)
- 2. Anand Rajaraman (Stanford University)
- 3. Jeffrey D. Ullman (Stanford University)
BibTeX Citation
@inproceedings{harinarayan_sigmod96,
title = {{Implementing Data Cubes Efficiently}},
author = {Harinarayan, Venky and Rajaraman, Anand and Ullman, Jeffrey D.},
series = {{SIGMOD} '96},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/233269.233333},
url = {https://dl.acm.org/doi/10.1145/233269.233333},
year = {1996}
}Incoming Citations (Sorted by Pagerank)
Showing 50 of 125 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 71 | Including Group-By in Query Optimization | 1994 | VLDB | 0.00038021159 |
| 75 | Sampling-Based Estimation of the Number of Distinct Values of an Attribute | 1995 | VLDB | 0.00037277061 |
| 198 | Aggregate-Query Processing in Data Warehousing Environments | 1995 | VLDB | 0.00025618616 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,593 | Cost-Based Optimization of Decision Support Queries using Transient-Views | 1998 | SIGMOD |
| 2 | 9,403 | Materializing Views with Minimal Size To Answer Queries | 2003 | PODS |
| 3 | 559 | Optimizing Queries Using Materialized Views: A Practical, Scalable Solution | 2001 | SIGMOD |
| 4 | 3,753 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB |
| 5 | 1,743 | Algorithms for Materialized View Design in Data Warehousing Environment | 1997 | VLDB |
| 6 | 207 | On the Computation of Multidimensional Aggregates | 1996 | VLDB |
| 7 | 11,609 | High-dimensional Data Cubes | 2022 | VLDB |
| 8 | 638 | Materialized View Selection in a Multidimensional Database | 1997 | VLDB |
| 9 | 12,921 | Dynamic Assembly of Views in Data Cubes | 1998 | PODS |
| 10 | 1,083 | Fast Computation of Sparse Datacubes | 1997 | VLDB |