Optimizing Queries On Compressed Bitmaps
Summary: Presents a linear-time DP cost model to select optimal Boolean-operator algorithms for compressed bitmap indices, based on format, density, and clustering. Adds rewriting heuristics to improve plans, with negligible overhead and up to 3× faster queries on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 132 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.00043697853 |
| 1,098 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD | 0.00014070252 |
| 2,984 | On the Performance of Bitmap Indices for High Cardinality Attributes | 2004 | VLDB | 7.7768363e-05 |
| 3,162 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4622284e-05 |
| 4,718 | Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach | 2006 | VLDB | 5.9664602e-05 |
| 5,605 | Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps | 2006 | VLDB | 5.413565e-05 |
| 8,189 | Cohort Query Processing | 2017 | VLDB | 4.5598377e-05 |
| 8,360 | Query Log Compression for Workload Analytics | 2019 | VLDB | 4.5314883e-05 |
| 8,658 | RadixZip: Linear Time Compression of Token Streams | 2007 | VLDB | 4.4682399e-05 |
| 11,761 | Effective Temporal Dependence Discovery in Time Series Data | 2018 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,821 | An Experimental Study of Bitmap Compression vs. Inverted List Compression | 2017 | SIGMOD | 8.0639288e-05 |
| 2,984 | On the Performance of Bitmap Indices for High Cardinality Attributes | 2004 | VLDB | 7.7768363e-05 |
| 9,633 | Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads | 2015 | VLDB | 4.309053e-05 |
| 1,098 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD | 0.00014070252 |
| 5,195 | Bitvector-aware Query Optimization for Decision Support Queries | 2020 | SIGMOD | 5.6314278e-05 |
| 5,605 | Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps | 2006 | VLDB | 5.413565e-05 |
| 4,532 | Query Optimization for Selections using Bitmaps | 1999 | SIGMOD | 6.1027943e-05 |
| 1,701 | An Efficient Bitmap Encoding Scheme for Selection Queries | 1999 | SIGMOD | 0.00010828605 |
| 1,033 | Bitmap Index Design and Evaluation | 1998 | SIGMOD | 0.0001453376 |
| 1,955 | Performance Measurements of Compressed Bitmap Indices | 1999 | VLDB | 9.9641178e-05 |