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SingleStore-V: An Integrated Vector Database System in SingleStore
Summary: SingleStore-V integrates vector search into a distributed OLTP/OLAP relational DB, enabling tight SQL interoperability (filters, joins, full-text) without moving embeddings. Engine and query optimizations yield Milvus-level performance and far exceed pgvector, showing generalized DBs can match specialized vector systems.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13583
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 6.9177653e-05
- Overall Rank
- 3,612 | 74.90%
- DOI
-
10.14778/3685800.3685805
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 19 of 19 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 5,186 |
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search |
2025 |
SIGMOD |
5.6352814e-05 |
| 8,430 |
Accelerating Graph Indexing for ANNS on Modern CPUs |
2025 |
SIGMOD |
4.508568e-05 |
| 8,683 |
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs |
2025 |
SIGMOD |
4.4632232e-05 |
| 9,102 |
AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference |
2025 |
SIGMOD |
4.3916067e-05 |
| 9,482 |
Cost-Effective, Low Latency Vector Search with Azure Cosmos DB |
2025 |
VLDB |
4.3300131e-05 |
| 9,977 |
Fast Vector Search in PostgreSQL: A Decoupled Approach |
2026 |
CIDR |
4.1905499e-05 |
| 10,039 |
VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,090 |
Integrating Vector Databases across Embedding Models |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,129 |
WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,154 |
Distribution-Aware Exploration for Adaptive HNSW Search |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,160 |
Efficient Vector Index Merging in Vector Databases |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,166 |
FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,193 |
Predictive Translation: High-Performance Buffer Management Without the Trade-Offs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,222 |
RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference |
2026 |
VLDB |
4.1905499e-05 |
| 10,275 |
Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search |
2026 |
VLDB |
4.1905499e-05 |
| 10,691 |
Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts |
2025 |
VLDB |
4.1905499e-05 |
| 10,718 |
Cracking Vector Search Indexes |
2025 |
VLDB |
4.1905499e-05 |
| 10,782 |
GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications |
2025 |
VLDB |
4.1905499e-05 |
| 10,845 |
Filtered Vector Search: State-of-the-art and Research Opportunities |
2025 |
VLDB |
4.1905499e-05 |
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 |
| 34 |
Similarity Search in High Dimensions via Hashing |
1999 |
VLDB |
0.00076824554 |
| 210 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00034086264 |
| 494 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
SIGMOD |
0.00021769407 |
| 730 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
VLDB |
0.00017443615 |
| 1,617 |
PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension |
2020 |
SIGMOD |
0.0001113145 |
| 1,934 |
VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning |
2020 |
VLDB |
0.00010047294 |
| 2,160 |
PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search |
2020 |
VLDB |
9.4037759e-05 |
| 2,414 |
Towards a One Size Fits All Database Architecture |
2011 |
CIDR |
8.8572378e-05 |
| 3,150 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
7.4765759e-05 |
| 3,182 |
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search |
2020 |
VLDB |
7.4280768e-05 |
| 3,933 |
Intelligent Probing for Locality Sensitive Hashing: Multi-Probe LSH and Beyond |
2017 |
VLDB |
6.6164676e-05 |
| 4,831 |
Vexless: A Serverless Vector Data Management System Using Cloud Functions |
2024 |
SIGMOD |
5.8883791e-05 |
| 5,691 |
Cloud-Native Transactions and Analytics in SingleStore |
2022 |
SIGMOD |
5.3697521e-05 |
| 9,671 |
BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization |
2018 |
SIGMOD |
4.302191e-05 |
| 13,184 |
Vector Databases: What’s Really New and What’s Next? (VLDB 2024 Panel) |
2024 |
VLDB |
- |
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| Overall Rank |
Paper |
Year |
Venue |
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| 13,184 |
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VLDB |
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| 10,058 |
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SIGMOD |
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| 9,880 |
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| 9,399 |
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| 9,977 |
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CIDR |
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