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SingleStore-V: An Integrated Vector Database System in SingleStore

Summary: SingleStore-V integrates high-performance vector search into a distributed OLAP/OLTP relational engine, enabling SQL interoperability with filters, joins, and full-text search. Its optimizations achieve Milvus-like benchmark performance and outperform PostgreSQL/pgvector. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13770
Venue
VLDB
Year
2024
Pagerank
7.9628307e-05
Overall Rank
2,920 | 79.97%
DOI
10.14778/3685800.3685805

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{chen_vldb24,
        title = {{SingleStore-V: An Integrated Vector Database System in SingleStore}},
        author = {Chen, Cheng and Jin, Chenzhe and Zhang, Yunan and Podolsky, Sasha and Wu, Chun and Wang, Szu-Po and Hanson, Eric and Sun, Zhou and Walzer, Robert and Wang, Jianguo},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {12},
        pages = {3772--3785},
        doi = {10.14778/3685800.3685805},
        url = {https://doi.org/10.14778/3685800.3685805},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
3,799 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.114484e-05
6,432 RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference 2026 VLDB 5.8801533e-05
7,166 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 5.6846045e-05
7,826 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 5.53654e-05
8,466 TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs 2025 SIGMOD 5.4188627e-05
8,781 Fast Vector Search in PostgreSQL: A Decoupled Approach 2026 CIDR 5.374155e-05
8,782 Filtered Vector Search: State-of-the-art and Research Opportunities 2025 VLDB 5.374155e-05
8,872 Cost-Effective, Low Latency Vector Search with Azure Cosmos DB 2025 VLDB 5.35418e-05
8,898 Cracking Vector Search Indexes 2025 VLDB 5.3495662e-05
9,892 Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts 2025 VLDB 5.1997534e-05
10,299 Through the Lens of Hubness: A Revisit on Graph-Based Approximate Nearest Neighbor Search: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,333 VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs 2026 SIGMOD 5.093636e-05
10,381 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.093636e-05
10,417 WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search 2026 SIGMOD 5.093636e-05
10,443 Distribution-Aware Exploration for Adaptive HNSW Search 2026 SIGMOD 5.093636e-05
10,449 Efficient Vector Index Merging in Vector Databases 2026 SIGMOD 5.093636e-05
10,455 FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search 2026 SIGMOD 5.093636e-05
10,482 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 5.093636e-05
10,563 Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search 2026 VLDB 5.093636e-05
11,005 GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications 2025 VLDB 5.093636e-05
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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
21 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00056760516
93 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034701237
286 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00022357911
406 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00019054532
1,065 PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension 2020 SIGMOD 0.00012335063
1,430 VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning 2020 VLDB 0.0001080902
1,546 PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search 2020 VLDB 0.00010407159
1,854 Towards a One Size Fits All Database Architecture 2011 CIDR 9.6069414e-05
2,572 DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search 2020 VLDB 8.4027322e-05
2,597 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.3604418e-05
3,364 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 7.4796687e-05
3,389 Intelligent Probing for Locality Sensitive Hashing: Multi-Probe LSH and Beyond 2017 VLDB 7.4525222e-05
5,097 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 6.3652447e-05
9,806 BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization 2018 SIGMOD 5.2155434e-05
13,374 Vector Databases: What’s Really New and What’s Next? (VLDB 2024 Panel) 2024 VLDB -
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