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
- 2. Stratos Idreos
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,611 | Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation | 2018 | SIGMOD | 6.9178844e-05 |
| 5,762 | BinDex: A Two-Layered Index for Fast and Robust Scans | 2020 | SIGMOD | 5.3367636e-05 |
| 9,665 | Fingerprints for Compressed Columnar Data Search | 2019 | SIGMOD | 4.3041238e-05 |
| 9,886 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2580321e-05 |
| 10,179 | LiveBin: A Localized and Version-Aware Binned Scan Index | 2026 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 241 | DB2 with BLU Acceleration: So Much More than Just a Column Store | 2013 | VLDB | 0.00031314629 |
| 476 | Impala: A Modern, Open-Source SQL Engine for Hadoop | 2015 | CIDR | 0.00022216002 |
| 539 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00020615453 |
| 2,442 | Brighthouse: An Analytic Data Warehouse for Ad-hoc Queries | 2008 | VLDB | 8.8067249e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,300 | Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes | 2016 | SIGMOD | 0.00012711153 |
| 6,708 | Just-In-Time Data Structures | 2015 | CIDR | 4.948865e-05 |
| 8,439 | Cabin: a Compressed Adaptive Binned Scan Index | 2024 | SIGMOD | 4.5058812e-05 |
| 9,700 | Towards Functional Decomposition of Storage Formats | 2025 | CIDR | 4.2967256e-05 |
| 7,825 | Main Memory Adaptive Denormalization | 2016 | SIGMOD | 4.6388245e-05 |
| 4,160 | Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? | 2017 | SIGMOD | 6.3886736e-05 |
| 2,361 | Merging What’s Cracked, Cracking What’s Merged: Adaptive Indexing in Main-Memory Column-Stores | 2011 | VLDB | 8.9648608e-05 |
| 5,612 | Design and Evaluation of Storage Organizations for Read-Optimized Main Memory Databases | 2013 | VLDB | 5.4104818e-05 |
| 3,731 | Skipping-oriented Partitioning for Columnar Layouts | 2017 | VLDB | 6.8074069e-05 |
| 12,001 | A Partitioning Framework for Aggressive Data Skipping | 2014 | VLDB | 4.1905499e-05 |