Adaptive Data Skipping in Main-Memory Systems
Summary: Adaptive data skipping framework for main-memory scans that adapts metadata reads to arbitrary distributions and workloads, mitigating wasted skips on non-sorted data. Adaptive zonemaps on an in-memory column store prototype yields up to 1.4x speedup, showing data skipping can be tuned to distributions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wilson Qin (Harvard University)
- 2. Stratos Idreos (Harvard University)
BibTeX Citation
@inproceedings{qin_sigmod16,
title = {{Adaptive Data Skipping in Main-Memory Systems}},
author = {Qin, Wilson and Idreos, Stratos},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2914836},
url = {https://dl.acm.org/doi/10.1145/2882903.2914836},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,937 | Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation | 2018 | SIGMOD | 7.9435581e-05 |
| 5,512 | BinDex: A Two-Layered Index for Fast and Robust Scans | 2020 | SIGMOD | 6.1913331e-05 |
| 9,795 | Fingerprints for Compressed Columnar Data Search | 2019 | SIGMOD | 5.2185987e-05 |
| 10,037 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 5.1729561e-05 |
| 10,468 | LiveBin: A Localized and Version-Aware Binned Scan Index | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 165 | DB2 with BLU Acceleration: So Much More than Just a Column Store | 2013 | VLDB | 0.00027693424 |
| 330 | Impala: A Modern, Open-Source SQL Engine for Hadoop | 2015 | CIDR | 0.0002104801 |
| 425 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00018704491 |
| 2,150 | Brighthouse: An Analytic Data Warehouse for Ad-hoc Queries | 2008 | VLDB | 9.081101e-05 |
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