Spatial Independent Range Sampling
Summary: Spatial Independent Range Sampling (SIRS) retrieves independent random samples from points in a query region. Concise space-decomposition index structures enable uniform/weighted SIRS with low cost, update support, and practical trade-offs, yielding speedups over baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong Xie (Pennsylvania State University)
- 2. Jeff M. Phillips (University of Utah)
- 3. Michael Mathney (Amazon)
- 4. Feifei Li (Alibaba)
BibTeX Citation
@inproceedings{xie_sigmod21,
title = {{Spatial Independent Range Sampling}},
author = {Xie, Dong and Phillips, Jeff M. and Mathney, Michael and Li, Feifei},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3452806},
url = {https://dl.acm.org/doi/10.1145/3448016.3452806},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,527 | Algorithmic Techniques for Independent Query Sampling | 2022 | PODS | 6.1861709e-05 |
| 7,142 | Efficient Dynamic Weighted Set Sampling and Its Extension | 2024 | VLDB | 5.6917227e-05 |
| 8,790 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 5.3722049e-05 |
| 8,988 | Towards Systematic Index Dynamization | 2024 | VLDB | 5.3384135e-05 |
| 10,244 | FIRAS: A Framework for Interval Range Search and Sampling | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2 | R-Trees: A Dynamic Index Structure For Spatial Searching | 1984 | SIGMOD | 0.0020210012 |
| 9 | Online Aggregation | 1997 | SIGMOD | 0.00077458002 |
| 42 | The R+-Tree: A Dynamic Multi-Dimensional Index for Objects | 1987 | VLDB | 0.00046170812 |
| 446 | Monkey: Optimal Navigable Key-Value Store | 2017 | SIGMOD | 0.00018332392 |
| 467 | Random Sampling from B+ trees | 1989 | VLDB | 0.00018002218 |
| 831 | Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging | 2018 | SIGMOD | 0.00013748512 |
| 1,502 | The Log-Structured Merge-Bush & the Wacky Continuum | 2019 | SIGMOD | 0.00010557694 |
| 2,443 | Independent Range Sampling | 2014 | PODS | 8.5754434e-05 |
| 3,741 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 7.1586403e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,419 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB |
| 2 | 96 | Spatial Query Processing in an Object-Oriented Database System | 1986 | SIGMOD |
| 3 | 9,034 | Fast and Adaptive Indexing of Multi-Dimensional Observational Data | 2016 | VLDB |
| 4 | 3,024 | A Scalable Algorithm for Maximizing Range Sum in Spatial Databases | 2012 | VLDB |
| 5 | 8,570 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD |
| 6 | 3,703 | Approximation Techniques for Spatial Data | 2004 | SIGMOD |
| 7 | 1,619 | Indexing Land Surface for Efficient kNN Query | 2008 | VLDB |
| 8 | 9,887 | Adaptive Indexing of Objects with Spatial Extent | 2023 | VLDB |
| 9 | 2,443 | Independent Range Sampling | 2014 | PODS |
| 10 | 3,741 | Spatial Online Sampling and Aggregation | 2016 | VLDB |