High-Dimensional Index Structures: Database Support for Next Decade's Applications
Summary: High-dimensional index structures as DB support for next-generation applications. Structured overview of high-D querying and indexing techniques, their advantages and drawbacks, plus optimization/parallelization approaches and open research problems. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,210 | Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series | 2002 | SIGMOD | 6.3566839e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,928 | Indexing in a Hypertext Database | 1990 | VLDB | 4.1945683e-05 |
| 1,806 | Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces | 2000 | VLDB | 0.00010490769 |
| 9,322 | Indexing for Keyword Search with Structured Constraints | 2023 | PODS | 4.3556432e-05 |
| 12,294 | Worst-Case Efficient Range Search Indexing | 2009 | PODS | 4.1945683e-05 |
| 1,488 | On the Analysis of Indexing Schemes | 1997 | PODS | 0.00011699446 |
| 2,586 | Segment Indexes: Dynamic Indexing Techniques for Multi-Dimensional Interval Data | 1991 | SIGMOD | 8.4928908e-05 |
| 1,010 | HD-Index: Pushing the Scalability-Accuracy Boundary for Approximate kNN Search in High-Dimensional Spaces | 2018 | VLDB | 0.00014652858 |
| 7,771 | Modeling High-Dimensional Index Structures using Sampling | 2001 | SIGMOD | 4.6560482e-05 |
| 10,748 | Benchmarking Adaptive Multidimensional Indices | 2025 | VLDB | 4.1945683e-05 |
| 4,278 | Similarity Query Processing for High-Dimensional Data | 2020 | VLDB | 6.2953764e-05 |