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 |
|---|---|---|---|---|
| 8,425 | Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search | 2025 | SIGMOD | 4.5163161e-05 |
| 8,610 | Efficient Dynamic Weighted Set Sampling and Its Extension | 2024 | VLDB | 4.4853485e-05 |
| 9,652 | Secure Sampling for Approximate Multi-party Query Processing | 2023 | SIGMOD | 4.3109001e-05 |
| 9,758 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 4.2879116e-05 |
| 9,903 | Towards Systematic Index Dynamization | 2024 | VLDB | 4.258022e-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 |
|---|---|---|---|---|
| 2,203 | Independent Range Sampling | 2014 | PODS | 9.2981095e-05 |
| 4,029 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 6.51315e-05 |
| 4,596 | Fair Near Neighbor Search: Independent Range Sampling in High Dimensions | 2020 | PODS | 6.0590268e-05 |
| 5,953 | Spatial Independent Range Sampling | 2021 | SIGMOD | 5.2589924e-05 |
| 9,632 | External Memory Stream Sampling | 2015 | PODS | 4.313481e-05 |
| 11,825 | Efficient Top-k Indexing via General Reductions | 2016 | PODS | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 762 | Query Size Estimation by Adaptive Sampling (Extended Abstract) | 1990 | PODS | 0.00017036868 |
| 92 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD | 0.00051315959 |
| 1,758 | Sampling-Based Query Re-Optimization | 2016 | SIGMOD | 0.00010655546 |
| 8,605 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB | 4.4865144e-05 |
| 6,740 | Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing | 2021 | SIGMOD | 4.944395e-05 |
| 2,203 | Independent Range Sampling | 2014 | PODS | 9.2981095e-05 |
| 9,758 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 4.2879116e-05 |
| 8,470 | Sampling Big Ideas in Query Optimization | 2023 | PODS | 4.5038423e-05 |
| 7,771 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD | 4.6560482e-05 |
| 46 | Simple Random Sampling from Relational Databases | 1986 | VLDB | 0.00070894702 |