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SIEVE: Effective Filtered Vector Search with Collection of Indexes
Summary: SIEVE uses a collection of predicate-specific vector indexes to preserve few-hop, high-recall filtered search instead of constraining graph traversal. A workload-aware 3D model (index size/search time/recall) packs and selects indexes, yielding up to 8x speedups with minimal build cost and modest memory overhead.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 14081
- Venue
- VLDB
- Year
- 2025
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,767 | 25.17%
- DOI
-
10.14778/3749646.3749725
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No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 21 of 21 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 160 |
Automated Selection of Materialized Views and Indexes for SQL Databases |
2000 |
VLDB |
0.00040053897 |
| 210 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00034086264 |
| 407 |
Database Cracking |
2007 |
CIDR |
0.00023941779 |
| 494 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021769407 |
| 542 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources |
2018 |
SIGMOD |
0.00020522627 |
| 728 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017459654 |
| 730 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
VLDB |
0.00017443615 |
| 1,110 |
Materialized View Selection and Maintenance Using Multi-Query Optimization |
2001 |
SIGMOD |
0.00013902997 |
| 1,473 |
Fine-grained Partitioning for Aggressive Data Skipping |
2014 |
SIGMOD |
0.00011786148 |
| 1,608 |
Qd-tree: Learning Data Layouts for Big Data Analytics |
2020 |
SIGMOD |
0.00011169837 |
| 1,921 |
Selecting Subexpressions to Materialize at Datacenter Scale |
2018 |
VLDB |
0.00010085899 |
| 2,321 |
High-Throughput Vector Similarity Search in Knowledge Graphs |
2023 |
SIGMOD |
9.0359336e-05 |
| 2,525 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
8.5991468e-05 |
| 2,695 |
An Architecture for Recycling Intermediates in a Column-store |
2009 |
SIGMOD |
8.2827669e-05 |
| 2,772 |
High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations |
2023 |
SIGMOD |
8.1491893e-05 |
| 3,552 |
SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search |
2024 |
SIGMOD |
6.9765275e-05 |
| 3,731 |
Skipping-oriented Partitioning for Columnar Layouts |
2017 |
VLDB |
6.8074069e-05 |
| 4,889 |
GraphJet: Real-Time Content Recommendations at Twitter |
2016 |
VLDB |
5.8480413e-05 |
| 7,307 |
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes |
2024 |
VLDB |
4.7623207e-05 |
| 8,431 |
Materialized View Selection for XQuery Workloads |
2012 |
SIGMOD |
4.5084372e-05 |
| 9,734 |
SparkCruise: Handsfree Computation Reuse in Spark |
2019 |
VLDB |
4.2901665e-05 |
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SIGMOD |
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| 7,521 |
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SIGMOD |
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| 3,541 |
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VLDB |
6.9910982e-05 |
| 10,160 |
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SIGMOD |
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