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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
- 13582
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 6.8496415e-05
- Overall Rank
- 3,680 | 74.41%
- DOI
-
10.14778/3685800.3685805
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 5,184 |
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search |
2025 |
SIGMOD |
5.6406991e-05 |
| 8,439 |
Accelerating Graph Indexing for ANNS on Modern CPUs |
2025 |
SIGMOD |
4.5128946e-05 |
| 8,687 |
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs |
2025 |
SIGMOD |
4.4675056e-05 |
| 9,103 |
AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference |
2025 |
SIGMOD |
4.3958197e-05 |
| 9,480 |
Cost-Effective, Low Latency Vector Search with Azure Cosmos DB |
2025 |
VLDB |
4.3341665e-05 |
| 9,978 |
Fast Vector Search in PostgreSQL: A Decoupled Approach |
2026 |
CIDR |
4.1945683e-05 |
| 10,039 |
VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,090 |
Integrating Vector Databases across Embedding Models |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,129 |
WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,154 |
Distribution-Aware Exploration for Adaptive HNSW Search |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,160 |
Efficient Vector Index Merging in Vector Databases |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,166 |
FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,193 |
Predictive Translation: High-Performance Buffer Management Without the Trade-Offs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,222 |
RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference |
2026 |
VLDB |
4.1945683e-05 |
| 10,683 |
Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts |
2025 |
VLDB |
4.1945683e-05 |
| 10,711 |
Cracking Vector Search Indexes |
2025 |
VLDB |
4.1945683e-05 |
| 10,776 |
GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications |
2025 |
VLDB |
4.1945683e-05 |
| 10,841 |
Filtered Vector Search: State-of-the-art and Research Opportunities |
2025 |
VLDB |
4.1945683e-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 |
0.00076637636 |
| 212 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00033913475 |
| 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 |
| 1,636 |
PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension |
2020 |
SIGMOD |
0.00011053863 |
| 1,757 |
VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning |
2020 |
VLDB |
0.00010660932 |
| 2,181 |
PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search |
2020 |
VLDB |
9.3451821e-05 |
| 2,419 |
Towards a One Size Fits All Database Architecture |
2011 |
CIDR |
8.853712e-05 |
| 3,154 |
The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database |
2016 |
VLDB |
7.4686089e-05 |
| 3,225 |
DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search |
2020 |
VLDB |
7.3463484e-05 |
| 3,938 |
Intelligent Probing for Locality Sensitive Hashing: Multi-Probe LSH and Beyond |
2017 |
VLDB |
6.6155909e-05 |
| 4,862 |
Vexless: A Serverless Vector Data Management System Using Cloud Functions |
2024 |
SIGMOD |
5.8707776e-05 |
| 5,678 |
Cloud-Native Transactions and Analytics in SingleStore |
2022 |
SIGMOD |
5.3746593e-05 |
| 9,671 |
BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization |
2018 |
SIGMOD |
4.306318e-05 |
| 13,170 |
Vector Databases: What’s Really New and What’s Next? (VLDB 2024 Panel) |
2024 |
VLDB |
- |
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CIDR |
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