Aggregation Algorithms for Very Large Compressed Data Warehouses
Summary: Introduces multidimensional OLAP aggregation/Cube algorithms that operate directly on compressed warehouses, avoiding decompression and supporting diverse compression schemes. Characterizes performance across data/output sizes and memory, with experiments showing gains over traditional methods. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jianzhong Li (Heilongjiang University)
- 2. Doron Rotem (Lawrence Berkeley National Laboratory)
- 3. Jaideep Srivastava (University of Minnesota)
BibTeX Citation
@article{li_vldb99,
title = {{Aggregation Algorithms for Very Large Compressed Data Warehouses}},
author = {Li, Jianzhong and Rotem, Doron and Srivastava, Jaideep},
journal = {PVLDB},
series = {{VLDB} '99},
year = {1999}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 900 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD | 0.00013186558 |
| 6,526 | CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression | 2023 | SIGMOD | 5.7559739e-05 |
| 6,737 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD | 5.6925989e-05 |
| 10,273 | Improving Graph Compression for Efficient Resource-Constrained Graph Analytics | 2024 | VLDB | 5.0485061e-05 |
| 11,739 | Homomorphic Compression: Making Text Processing on Compression Unlimited | 2023 | SIGMOD | 4.9793485e-05 |
| 13,134 | A One-Pass Aggregation Algorithm with the Optimal Buffer Size in Multidimensional OLAP | 2002 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 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 | 0.00071084324 |
| 214 | On the Computation of Multidimensional Aggregates | 1996 | VLDB | 0.00024656893 |
| 260 | Statistical Databases: Characteristics, Problems, and Some Solutions | 1982 | VLDB | 0.00022880477 |
| 323 | An Array-Based Algorithm for Simultaneous Multidimensional Aggregates | 1997 | SIGMOD | 0.0002100085 |
| 1,898 | Querying Multiple Features of Groups in Relational Databases | 1996 | VLDB | 9.4085557e-05 |
| 3,442 | Cubetree: Organization of and Bulk Incremental Updates on the Data Cube | 1997 | SIGMOD | 7.2979501e-05 |
| 5,714 | An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees | 1998 | SIGMOD | 6.0202342e-05 |
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