Efficient Top-k Indexing via General Reductions
Summary: General reductions in external memory that transform prioritized-reporting (threshold queries) into static top-k structures with only an O(log_B n) query-time slowdown under mild conditions. Combining prioritized-reporting with max-reporting gives expected-time top-k with no asymptotic slowdown in space, query, or updates; techniques apply to many geometric queries and also work in RAM. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Saladi Rahul (University of Minnesota)
- 2. Yufei Tao (University of Queensland)
BibTeX Citation
@inproceedings{rahul_pods16,
address = {New York, NY, USA},
series = {{PODS} '16},
title = {{Efficient Top-k Indexing via General Reductions}},
url = {https://dl.acm.org/doi/10.1145/2902251.2902290},
doi = {10.1145/2902251.2902290},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Rahul, Saladi and Tao, Yufei},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,638 | Algorithmic Techniques for Independent Query Sampling | 2022 | PODS | 6.0565637e-05 |
| 9,653 | Indexing for Keyword Search with Structured Constraints | 2023 | PODS | 5.1453267e-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 |
|---|---|---|---|---|
| 1,128 | Managing Intervals Efficiently in Object-Relational Databases | 2000 | VLDB | 0.00011905274 |
| 1,589 | Efficient Searching with Linear Constraints (Extended Abstract) | 1998 | PODS | 0.00010139591 |
| 7,667 | Categorical Range Maxima Queries | 2014 | PODS | 5.4772833e-05 |
| 8,249 | On Top-k Range Reporting in 2D Space | 2015 | PODS | 5.3689663e-05 |
| 8,250 | Dynamic Top-K Range Reporting in External Memory | 2012 | PODS | 5.3689663e-05 |
| 12,454 | A Dynamic I/O-Efficient Structure for One-Dimensional Top-k Range Reporting | 2014 | PODS | 4.9793485e-05 |
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