A Partitioning Framework for Aggressive Data Skipping
Summary: Fine-grained, load-time partitioning enables aggressive block skipping. Four-step pipeline—workload analysis, per-tuple feature augmentation, reduction to feature vectors, and clustering-driven partitioning—yields up to 37x faster queries than traditional range partitioning. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Liwen Sun
- 2. Sanjay Krishnan
- 3. Reynold S. Xin
- 4. Michael J. Franklin
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
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 | 0.00031420034 |
| 542 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00020595648 |
| 1,470 | Processing a Trillion Cells per Mouse Click | 2012 | VLDB | 0.00011833779 |
| 1,477 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.00011770865 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,694 | Optimal Splitters for Temporal and Multi-version Databases | 2013 | SIGMOD | 4.9586454e-05 |
| 3,621 | Angle-based Space Partitioning for Efficient Parallel Skyline Computation | 2008 | SIGMOD | 6.9078084e-05 |
| 3,821 | Locality-aware Partitioning in Parallel Database Systems | 2015 | SIGMOD | 6.7281515e-05 |
| 9,701 | Towards Functional Decomposition of Storage Formats | 2025 | CIDR | 4.3008468e-05 |
| 679 | Skew-Aware Automatic Database Partitioning in Shared-Nothing, Parallel OLTP Systems | 2012 | SIGMOD | 0.00018215154 |
| 7,715 | Query Centric Partitioning and Allocation for Partially Replicated Database Systems | 2017 | SIGMOD | 4.6699261e-05 |
| 6,466 | Pando: Enhanced Data Skipping with Logical Data Partitioning | 2023 | VLDB | 5.0528281e-05 |
| 6,809 | Adaptive Data Skipping in Main-Memory Systems | 2016 | SIGMOD | 4.9206606e-05 |
| 3,737 | Skipping-oriented Partitioning for Columnar Layouts | 2017 | VLDB | 6.8033227e-05 |
| 1,477 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.00011770865 |