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AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data

Summary: AnalyticDB-V brings SQL-style query fusion to structured data and vectorized images, video, and audio via a lambda architecture and ANNS physical operators. Its accuracy-aware cost optimizer and scalable ANNS algorithm enable efficient hybrid analytics in production. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h02d94e9b3cd0d94e
Venue
VLDB
Year
2020
Pagerank
0.00020930941
Overall Rank
325 | 97.83%
DOI
10.14778/3415478.3415541
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{wei_vldb20,
        title = {{AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data}},
        author = {Wei, Chuangxian and Wu, Bin and Wang, Sheng and Lou, Renjie and Zhan, Chaoqun and Li, Feifei and Cai, Yuanzhe},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {12},
        pages = {3152--3165},
        doi = {10.14778/3415478.3415541},
        url = {https://doi.org/10.14778/3415478.3415541},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 32 of 82 citing papers.

Rank Citing Paper Year Venue Pagerank
10,358 WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search 2026 SIGMOD 5.0156513e-05
10,359 Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search 2026 SIGMOD 5.0156513e-05
10,402 Metric Algebra: Embedding-Independence in Vector Databases 2027 SIGMOD 4.9605343e-05
10,495 Balancing Global and Local: Representative Sampling for Large-Scale Vector Data 2026 SIGMOD 4.9605343e-05
10,503 CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute-Memory Disaggregation 2026 SIGMOD 4.9605343e-05
10,534 FAVOR: Efficient Filter-Agnostic Vector ANNS Based on Selectivity-Aware Exclusion Distances 2026 SIGMOD 4.9605343e-05
10,568 PathSeer: Adaptive Neighbor Handling for Efficient Filtered ANN Search 2026 SIGMOD 4.9605343e-05
10,586 TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search 2026 SIGMOD 4.9605343e-05
10,593 VecBench: A Controllable Benchmark for Filtered Vector Search: [Experiments & Analysis] 2026 SIGMOD 4.9605343e-05
10,623 Beyond Vector Search: Querying With and Without Predicates 2026 SIGMOD 4.9605343e-05
10,626 Building Stateless Serverless Vector DBs via Block-based Data Partitioning 2026 SIGMOD 4.9605343e-05
10,700 Curator: Efficient Vector Search with Low-Selectivity Filters 2026 SIGMOD 4.9605343e-05
10,707 Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph 2026 SIGMOD 4.9605343e-05
10,709 Efficient Vector Index Merging in Vector Databases 2026 SIGMOD 4.9605343e-05
10,749 RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search 2026 SIGMOD 4.9605343e-05
10,752 Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis] 2026 SIGMOD 4.9605343e-05
10,797 I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration 2026 VLDB 4.9605343e-05
10,824 An Experimental Evaluation of Hybrid Querying on Vectors 2026 VLDB 4.9605343e-05
10,891 Aker: Density-Aware Approximate Caching for Vector Search 2026 VLDB 4.9605343e-05
10,894 Revisiting Filtered ANN Benchmarks: A Hardness-Controlled Benchmark Generator for Realistic Evaluation 2026 VLDB 4.9605343e-05
10,900 RNSG: A Range-Aware Graph Index for Efficient Range-Filtered Approximate Nearest Neighbor Search 2026 VLDB 4.9605343e-05
10,905 ConANN: Conformal Approximate Nearest Neighbor Search 2026 VLDB 4.9605343e-05
10,907 HEXA: A Disjoint-Subgraph-Based Indexing Framework for Approximate Nearest Neighbor Search at Billion Scale 2026 VLDB 4.9605343e-05
10,921 GAS: A Lightweight Framework for Filtered Search over Wide-table Vectors 2026 VLDB 4.9605343e-05
10,938 CONDA: A Connectivity-Aware Dynamic Index for Approximate Nearest Neighbor Search over Evolving Data 2026 VLDB 4.9605343e-05
10,980 TEngineDB-V: An OLAP-Native Vector Search System for Large-k Workloads at Tencent 2026 VLDB 4.9605343e-05
10,983 RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search 2026 VLDB 4.9605343e-05
10,999 SQL-Native Vector Search at Billion Scale in Presto 2026 VLDB 4.9605343e-05
11,018 Nova: A Multi-Purpose Vector Engine for Low-Latency, Multi-Tenant, and Cross-Table Hybrid Retrieval 2026 VLDB 4.9605343e-05
11,098 Advances of Query Processing in Vector Databases 2026 VLDB 4.9605343e-05
11,118 Elastic Index Selection for Label-Hybrid AKNN Search 2026 VLDB 4.9605343e-05
11,827 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB 4.9605343e-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
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0019892478
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00081207565
20 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00057610161
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055523999
34 The Design Of Postgres 1986 SIGMOD 0.00049063803
36 Accurate Estimation Of The Number Of Tuples Satisfying A Condition 1984 SIGMOD 0.00047770864
45 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00044967652
75 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00037163157
177 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026571747
226 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002389883
941 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012938573
1,712 Rank-aware Query Optimization 2004 SIGMOD 9.7961248e-05
2,181 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 8.9007414e-05
2,474 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3955114e-05
2,883 DB&IR: Both Sides Now (Extended Abstract) 2007 SIGMOD 7.8942007e-05
Previous Page 1 / 1 Next

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