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
- 2. Jeff M. Phillips
- 3. Michael Mathney
- 4. Feifei Li
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,457 | Algorithmic Techniques for Independent Query Sampling | 2022 | PODS | 5.0488247e-05 |
| 8,609 | Efficient Dynamic Weighted Set Sampling and Its Extension | 2024 | VLDB | 4.4810481e-05 |
| 9,760 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 4.2838028e-05 |
| 9,902 | Towards Systematic Index Dynamization | 2024 | VLDB | 4.2539423e-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 | 0.0032118946 |
| 14 | Online Aggregation | 1997 | SIGMOD | 0.0010813443 |
| 24 | The R+-Tree: A Dynamic Index For Multi-Dimensional Objects | 1987 | VLDB | 0.00083300888 |
| 352 | Random Sampling from B+ trees | 1989 | VLDB | 0.00026276293 |
| 608 | Monkey: Optimal Navigable Key-Value Store | 2017 | SIGMOD | 0.00019233548 |
| 1,309 | Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging | 2018 | SIGMOD | 0.00012655712 |
| 2,112 | The Log-Structured Merge-Bush & the Wacky Continuum | 2019 | SIGMOD | 9.5244583e-05 |
| 2,207 | Independent Range Sampling | 2014 | PODS | 9.2896559e-05 |
| 4,032 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.5131946e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 75 | Spatial Query Processing in an Object-Oriented Database System | 1986 | SIGMOD | 0.00057450043 |
| 8,602 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB | 4.4822166e-05 |
| 8,895 | Fast and Adaptive Indexing of Multi-Dimensional Observational Data | 2016 | VLDB | 4.423024e-05 |
| 2,911 | A Scalable Algorithm for Maximizing Range Sum in Spatial Databases | 2012 | VLDB | 7.9273624e-05 |
| 7,770 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD | 4.6515743e-05 |
| 3,540 | Approximation Techniques for Spatial Data | 2004 | SIGMOD | 6.9922652e-05 |
| 1,512 | Indexing Land Surface for Efficient kNN Query | 2008 | VLDB | 0.00011582099 |
| 9,769 | Adaptive Indexing of Objects with Spatial Extent | 2023 | VLDB | 4.2815042e-05 |
| 2,207 | Independent Range Sampling | 2014 | PODS | 9.2896559e-05 |
| 4,032 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.5131946e-05 |