QUILTS: Multidimensional Partitioning Framework Based on Query-Aware and Skew-Tolerant Space-Filling Curves
Summary: QUILTS is a multidimensional partitioning framework using query-aware, skew-tolerant space-filling curves to minimize page accesses via data skipping. It offers a cost model and curve-design method tuned to query patterns and data skew, with experiments showing order-of-magnitude gains for DWH/GIS. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shoji Nishimura
- 2. Haruo Yokota
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,962 | Replicated Layout for In-Memory Database Systems | 2022 | VLDB | 4.8771234e-05 |
| 8,089 | Towards Designing and Learning Piecewise Space-Filling Curves | 2023 | VLDB | 4.5855593e-05 |
| 10,282 | Toward Drift-Aware Database Benchmarking | 2026 | VLDB | 4.1905499e-05 |
| 10,396 | Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve | 2025 | SIGMOD | 4.1905499e-05 |
| 11,139 | Efficient Cost Modeling of Space-filling Curves | 2024 | VLDB | 4.1905499e-05 |
| 11,603 | Dynamic Interleaving of Content and Structure for Robust Indexing of Semi-Structured Hierarchical Data | 2020 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 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 |
| 1,473 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.00011786148 |
| 2,481 | Multiattribute Hashing Using Gray Codes. | 1986 | SIGMOD | 8.6794604e-05 |
| 2,492 | Integrating the UB-Tree into a Database System Kernel | 2000 | VLDB | 8.649434e-05 |
| 5,972 | On the Optimality of Clustering Properties of Space Filling Curves | 2012 | PODS | 5.2462762e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,139 | Efficient Cost Modeling of Space-filling Curves | 2024 | VLDB | 4.1905499e-05 |
| 3,616 | Angle-based Space Partitioning for Efficient Parallel Skyline Computation | 2008 | SIGMOD | 6.9108126e-05 |
| 1,608 | Qd-tree: Learning Data Layouts for Big Data Analytics | 2020 | SIGMOD | 0.00011169837 |
| 11,437 | Data-Independent Space Partitionings for Summaries | 2021 | PODS | 4.1905499e-05 |
| 9,508 | Hierarchically Organized Skew-Tolerant Histograms for Geographic Data Objects | 2010 | SIGMOD | 4.3300131e-05 |
| 1,473 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.00011786148 |
| 6,512 | (Almost) Optimal Parallel Block Access for Range Queries | 2000 | PODS | 5.0273291e-05 |
| 5,800 | AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data | 2015 | VLDB | 5.3218628e-05 |
| 5,972 | On the Optimality of Clustering Properties of Space Filling Curves | 2012 | PODS | 5.2462762e-05 |
| 12,001 | A Partitioning Framework for Aggressive Data Skipping | 2014 | VLDB | 4.1905499e-05 |