SOCQET: Semantic OLAP with Compressed Cube and Summarization
Summary: SOCQET introduces quotient cubes: group cube cells by semantics (base tuples rolled up), yielding a smaller quotient lattice for semantic OLAP. It materializes quotient cubes to answer queries, enables class-based navigation and drill-down, and shows gains with a prototype engine and semantic compression. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Laks V.S. Lakshmanan (University of British Columbia)
- 2. Jian Pei (State University of New York at Buffalo)
- 3. Yan Zhao (University of British Columbia)
BibTeX Citation
@inproceedings{lakshmanan_sigmod03,
title = {{SOCQET: Semantic OLAP with Compressed Cube and Summarization}},
author = {Lakshmanan, Laks V.S. and Pei, Jian and Zhao, Yan},
series = {{SIGMOD} '03},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/872757.872843},
url = {https://dl.acm.org/doi/10.1145/872757.872843},
year = {2003}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,957 | General purpose database summarization | 2005 | VLDB | 6.4288409e-05 |
| 7,031 | Efficient Error-tolerant Query Autocompletion | 2013 | VLDB | 5.72252e-05 |
| 11,236 | Improving Graph Compression for Efficient Resource-Constrained Graph Analytics | 2024 | VLDB | 5.093636e-05 |
| 11,425 | Homomorphic Compression: Making Text Processing on Compression Unlimited | 2023 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,407 | Quotient Cube: How to Summarize the Semantics of a Data Cube | 2002 | VLDB | 7.4391131e-05 |
| 3,774 | QC-Trees: An Efficient Summary Structure for Semantic OLAP | 2003 | SIGMOD | 7.1381444e-05 |
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|---|---|---|---|---|
| 1 | 213 | Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets | 1999 | SIGMOD |
| 2 | 12,954 | Partial-Sum Queries in OLAP Data Cubes Using Covering Codes | 1997 | PODS |
| 3 | 3,160 | Graph Cube: On Warehousing and OLAP Multidimensional Networks | 2011 | SIGMOD |
| 4 | 3,954 | Hierarchical Cubes for Range-Sum Queries | 1999 | VLDB |
| 5 | 3,753 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB |
| 6 | 207 | On the Computation of Multidimensional Aggregates | 1996 | VLDB |
| 7 | 4,723 | Aggregation Algorithms for Very Large Compressed Data Warehouses | 1999 | VLDB |
| 8 | 3,407 | Quotient Cube: How to Summarize the Semantics of a Data Cube | 2002 | VLDB |
| 9 | 3,774 | QC-Trees: An Efficient Summary Structure for Semantic OLAP | 2003 | SIGMOD |
| 10 | 8,629 | Efficacious Data Cube Exploration by Semantic Summarization and Compression | 2003 | VLDB |