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 (Chinese University of Hong Kong)
BibTeX Citation
@inproceedings{tao_pods22,
address = {New York, NY, USA},
series = {{PODS} '22},
title = {{Algorithmic Techniques for Independent Query Sampling}},
url = {https://dl.acm.org/doi/10.1145/3517804.3526068},
doi = {10.1145/3517804.3526068},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Tao, Yufei},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,459 | Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search | 2025 | SIGMOD | 5.7771353e-05 |
| 7,246 | Efficient Dynamic Weighted Set Sampling and Its Extension | 2024 | VLDB | 5.5750011e-05 |
| 8,944 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD | 5.2542285e-05 |
| 9,149 | Towards Systematic Index Dynamization | 2024 | VLDB | 5.2186338e-05 |
| 9,966 | Secure Sampling for Approximate Multi-party Query Processing | 2023 | SIGMOD | 5.1038322e-05 |
| 10,458 | FIRAS: A Framework for Interval Range Search and Sampling | 2026 | SIGMOD | 4.9793485e-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 |
|---|---|---|---|---|
| 2,495 | Independent Range Sampling | 2014 | PODS | 8.3873598e-05 |
| 3,690 | Fair Near Neighbor Search: Independent Range Sampling in High Dimensions | 2020 | PODS | 7.0936701e-05 |
| 3,818 | Spatial Online Sampling and Aggregation | 2016 | VLDB | 7.0060535e-05 |
| 5,819 | Spatial Independent Range Sampling | 2021 | SIGMOD | 5.9832748e-05 |
| 9,903 | External Memory Stream Sampling | 2015 | PODS | 5.1107042e-05 |
| 12,323 | Efficient Top-k Indexing via General Reductions | 2016 | PODS | 4.9793485e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,011 | Query Size Estimation by Adaptive Sampling (Extended Abstract) | 1990 | PODS |
| 2 | 79 | Practical Selectivity Estimation through Adaptive Sampling | 1990 | SIGMOD |
| 3 | 1,257 | Sampling-Based Query Re-Optimization | 2016 | SIGMOD |
| 4 | 7,557 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB |
| 5 | 6,221 | Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing | 2021 | SIGMOD |
| 6 | 2,495 | Independent Range Sampling | 2014 | PODS |
| 7 | 8,944 | Practical Dynamic Extension for Sampling Indexes | 2023 | SIGMOD |
| 8 | 8,553 | Sampling Big Ideas in Query Optimization | 2023 | PODS |
| 9 | 8,739 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD |
| 10 | 175 | Simple Random Sampling from Relational Databases | 1986 | VLDB |