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 (NEC Corporation)
- 2. Haruo Yokota (Tokyo Institute of Technology)
BibTeX Citation
@inproceedings{nishimura_sigmod17,
title = {{QUILTS: Multidimensional Partitioning Framework Based on Query-Aware and Skew-Tolerant Space-Filling Curves}},
author = {Nishimura, Shoji and Yokota, Haruo},
series = {{SIGMOD} '17},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3035918.3035934},
url = {https://dl.acm.org/doi/10.1145/3035918.3035934},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,670 | Replicated Layout for In-Memory Database Systems | 2022 | VLDB | 5.8074043e-05 |
| 8,003 | Towards Designing and Learning Piecewise Space-Filling Curves | 2023 | VLDB | 5.5084586e-05 |
| 10,569 | Toward Drift-Aware Database Benchmarking | 2026 | VLDB | 5.093636e-05 |
| 10,672 | Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve | 2025 | SIGMOD | 5.093636e-05 |
| 11,342 | Efficient Cost Modeling of Space-filling Curves | 2024 | VLDB | 5.093636e-05 |
| 11,794 | Dynamic Interleaving of Content and Structure for Robust Indexing of Semi-Structured Hierarchical Data | 2020 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 165 | DB2 with BLU Acceleration: So Much More than Just a Column Store | 2013 | VLDB | 0.00027693424 |
| 1,044 | Fine-grained Partitioning for Aggressive Data Skipping | 2014 | SIGMOD | 0.0001244236 |
| 2,155 | Integrating the UB-Tree into a Database System Kernel | 2000 | VLDB | 9.0713545e-05 |
| 2,742 | Multiattribute Hashing Using Gray Codes. | 1986 | SIGMOD | 8.1827223e-05 |
| 5,787 | On the Optimality of Clustering Properties of Space Filling Curves | 2012 | PODS | 6.088071e-05 |
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