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RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search
Summary: RAIRS improves IVF ANN via smarter redundant assignment in Euclidean space: AIR chooses secondary lists using both distance and direction, unlike centroid-only heuristics. SEIL reorders shared postings to cut duplicate distance computations, yielding up to 1.33x faster search.
(summarized by gpt-5-mini on Apr 11 2026)
- Paper ID
- 7513
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,201 | 29.04%
- DOI
-
10.1145/3786687
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Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 15 of 15 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 79 |
A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces |
1998 |
VLDB |
0.00056242144 |
| 212 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00033913475 |
| 400 |
Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search |
2007 |
VLDB |
0.0002427237 |
| 495 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021767688 |
| 736 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
VLDB |
0.00017447617 |
| 1,269 |
Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan |
2016 |
VLDB |
0.00012930432 |
| 1,636 |
PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension |
2020 |
SIGMOD |
0.00011053863 |
| 2,023 |
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases |
2023 |
SIGMOD |
9.7544991e-05 |
| 2,262 |
Manu: A Cloud Native Vector Database Management System |
2022 |
VLDB |
9.1624446e-05 |
| 2,324 |
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search |
2024 |
SIGMOD |
9.0326444e-05 |
| 2,690 |
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment |
2024 |
SIGMOD |
8.293714e-05 |
| 2,811 |
High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations |
2023 |
SIGMOD |
8.0806307e-05 |
| 3,225 |
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search |
2020 |
VLDB |
7.3463484e-05 |
| 3,609 |
Similarity search in the blink of an eye with compressed indices |
2023 |
VLDB |
6.9215236e-05 |
| 4,609 |
A General and Efficient Querying Method for Learning to Hash |
2018 |
SIGMOD |
6.0528541e-05 |
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