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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
- 14080
- Venue
- VLDB
- Year
- 2025
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,761 | 25.14%
- DOI
-
10.14778/3749646.3749725
Incoming Non-self Citations Over Time
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 |
| 158 |
Automated Selection of Materialized Views and Indexes for SQL Databases |
2000 |
VLDB |
0.00040071492 |
| 212 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00033913475 |
| 408 |
Database Cracking |
2007 |
CIDR |
0.00023953844 |
| 495 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021767688 |
| 544 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources |
2018 |
SIGMOD |
0.00020521965 |
| 731 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017468889 |
| 736 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
VLDB |
0.00017447617 |
| 1,112 |
Materialized View Selection and Maintenance Using Multi-Query Optimization |
2001 |
SIGMOD |
0.00013917776 |
| 1,477 |
Fine-grained Partitioning for Aggressive Data Skipping |
2014 |
SIGMOD |
0.00011770865 |
| 1,611 |
Qd-tree: Learning Data Layouts for Big Data Analytics |
2020 |
SIGMOD |
0.00011147324 |
| 1,922 |
Selecting Subexpressions to Materialize at Datacenter Scale |
2018 |
VLDB |
0.00010082599 |
| 2,320 |
High-Throughput Vector Similarity Search in Knowledge Graphs |
2023 |
SIGMOD |
9.0366225e-05 |
| 2,523 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data |
2024 |
SIGMOD |
8.604576e-05 |
| 2,693 |
An Architecture for Recycling Intermediates in a Column-store |
2009 |
SIGMOD |
8.2883398e-05 |
| 2,811 |
High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations |
2023 |
SIGMOD |
8.0806307e-05 |
| 3,624 |
SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search |
2024 |
SIGMOD |
6.9056e-05 |
| 3,737 |
Skipping-oriented Partitioning for Columnar Layouts |
2017 |
VLDB |
6.8033227e-05 |
| 4,885 |
GraphJet: Real-Time Content Recommendations at Twitter |
2016 |
VLDB |
5.8534354e-05 |
| 7,316 |
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes |
2024 |
VLDB |
4.7640297e-05 |
| 8,440 |
Materialized View Selection for XQuery Workloads |
2012 |
SIGMOD |
4.5127636e-05 |
| 9,735 |
SparkCruise: Handsfree Computation Reuse in Spark |
2019 |
VLDB |
4.2942813e-05 |
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SIGMOD |
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| 7,522 |
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SIGMOD |
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| 3,609 |
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| 10,160 |
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SIGMOD |
6.9056e-05 |