Algorithmic Techniques for Independent Query Sampling
Summary: Distills algorithmic techniques for Independent Query Sampling (IQS), where sample outputs across queries must be mutually independent—breaking conventional reporting indexes and motivating new index designs. Offers generic index/sampling primitives that compose to solve diverse IQS tasks with provable efficiency guarantees. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yufei Tao
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,419 | Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search | 2025 | SIGMOD | 4.5119865e-05 |
| 8,609 | Efficient Dynamic Weighted Set Sampling and Its Extension | 2024 | VLDB | 4.4810481e-05 |
| 9,653 | Secure Sampling for Approximate Multi-party Query Processing | 2023 | SIGMOD | 4.3067693e-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 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,207 | Independent Range Sampling | 2014 | PODS | 9.2896559e-05 |
| 4,032 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.5131946e-05 |
| 4,599 | Fair Near Neighbor Search: Independent Range Sampling in High Dimensions | 2020 | PODS | 6.0532073e-05 |
| 5,955 | Spatial Independent Range Sampling | 2021 | SIGMOD | 5.2539404e-05 |
| 9,632 | External Memory Stream Sampling | 2015 | PODS | 4.3093476e-05 |
| 11,833 | Efficient Top-k Indexing via General Reductions | 2016 | PODS | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 751 | Query Size Estimation by Adaptive Sampling (Extended Abstract) | 1990 | PODS | 0.00017155121 |
| 92 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD | 0.00051431888 |
| 1,756 | Sampling-Based Query Re-Optimization | 2016 | SIGMOD | 0.00010659753 |
| 8,602 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB | 4.4822166e-05 |
| 6,724 | Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing | 2021 | SIGMOD | 4.9449472e-05 |
| 2,207 | Independent Range Sampling | 2014 | PODS | 9.2896559e-05 |
| 9,760 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 4.2838028e-05 |
| 8,467 | Sampling Big Ideas in Query Optimization | 2023 | PODS | 4.4995247e-05 |
| 7,770 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD | 4.6515743e-05 |
| 46 | Simple Random Sampling from Relational Databases | 1986 | VLDB | 0.00071588702 |