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 (University of Waterloo)
BibTeX Citation
@inproceedings{kwan_sigmod19,
title = {{Fingerprints for Compressed Columnar Data Search}},
author = {Kwan, Carmen},
series = {{SIGMOD} '19},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3299869.3300094},
url = {https://dl.acm.org/doi/10.1145/3299869.3300094},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,056 | Sieve: A Learned Data-Skipping Index for Data Analytics | 2023 | VLDB | 5.4983582e-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 |
|---|---|---|---|---|
| 227 | Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing | 1998 | VLDB | 0.00023958508 |
| 870 | BitWeaving: Fast Scans for Main Memory Data Processing | 2013 | SIGMOD | 0.0001350293 |
| 1,507 | Column Imprints: A Secondary Index Structure | 2013 | SIGMOD | 0.0001054177 |
| 3,902 | The Impact of Columnar In-Memory Databases on Enterprise Systems: Implications of Eliminating Transaction-Maintained Aggregates | 2014 | VLDB | 7.0313122e-05 |
| 6,653 | Adaptive Data Skipping in Main-Memory Systems | 2016 | SIGMOD | 5.8138531e-05 |
| 6,907 | Statisticum: Data Statistics Management in SAP HANA | 2017 | VLDB | 5.7417459e-05 |
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| 6 | 921 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD |
| 7 | 11,768 | Workload-Aware Column Imprints | 2020 | SIGMOD |
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