Fingerprints for Compressed Columnar Data Search
Summary: Fingerprints for compressed columnar data search via block-level column summaries. Block headers reduce false positives (up to 30%) for compressed scans vs MinMax, lowering overhead of advanced compression in in-memory workloads (TPC-H). (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Carmen Kwan
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,221 | Sieve: A Learned Data-Skipping Index for Data Analytics | 2023 | VLDB | 4.5511941e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 367 | Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing | 1998 | VLDB | 0.00025518228 |
| 1,267 | BitWeaving: Fast Scans for Main Memory Data Processing | 2013 | SIGMOD | 0.00012917585 |
| 1,993 | Column Imprints: A Secondary Index Structure | 2013 | SIGMOD | 9.8403548e-05 |
| 4,445 | The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates | 2014 | VLDB | 6.1754623e-05 |
| 6,807 | Adaptive Data Skipping in Main-Memory Systems | 2016 | SIGMOD | 4.915939e-05 |
| 7,049 | Statisticum: Data Statistics Management in SAP HANA | 2017 | VLDB | 4.8454978e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,595 | High-Ratio Compression for Machine-Generated Data | 2023 | SIGMOD | 4.3153078e-05 |
| 7,431 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD | 4.7274757e-05 |
| 9,499 | Memory-Efficient Search Trees for Database Management Systems | 2021 | SIGMOD | 4.3300131e-05 |
| 6,160 | Compression Aware Physical Database Design | 2011 | VLDB | 5.1750659e-05 |
| 5,605 | Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps | 2006 | VLDB | 5.413565e-05 |
| 1,098 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD | 0.00014070252 |
| 11,576 | Workload-Aware Column Imprints | 2020 | SIGMOD | 4.1905499e-05 |
| 132 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.00043697853 |
| 3,501 | A New Compression Method with Fast Searching on Large Databases | 1987 | VLDB | 7.033534e-05 |
| 1,993 | Column Imprints: A Secondary Index Structure | 2013 | SIGMOD | 9.8403548e-05 |