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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
12386
Venue
VLDB
Year
2020
Pagerank
0.00019054532
Overall Rank
406 | 97.22%
DOI
10.14778/3415478.3415541

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 21 of 71 citing papers.

Rank Citing Paper Year Venue Pagerank
10,304 VecBench: A Controllable Benchmark for Filtered Vector 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
10,346 Beyond Vector Search: Querying With and Without Predicates 2026 SIGMOD 5.093636e-05
10,350 Building Stateless Serverless Vector DBs via Block-based Data Partitioning 2026 SIGMOD 5.093636e-05
10,381 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.093636e-05
10,400 Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search 2026 SIGMOD 5.093636e-05
10,412 TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning 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
10,439 Curator: Efficient Vector Search with Low-Selectivity Filters 2026 SIGMOD 5.093636e-05
10,447 Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph 2026 SIGMOD 5.093636e-05
10,449 Efficient Vector Index Merging in Vector Databases 2026 SIGMOD 5.093636e-05
10,454 Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search 2026 SIGMOD 5.093636e-05
10,490 RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search 2026 SIGMOD 5.093636e-05
10,493 Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,544 I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration 2026 VLDB 5.093636e-05
10,571 An Experimental Evaluation of Hybrid Querying on Vectors 2026 VLDB 5.093636e-05
10,578 ConANN: Conformal Approximate Nearest Neighbor Search 2026 VLDB 5.093636e-05
10,585 RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search 2026 VLDB 5.093636e-05
10,601 Elastic Index Selection for Label-Hybrid AKNN Search 2026 VLDB 5.093636e-05
11,016 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 5.093636e-05
11,466 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 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
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0020210012
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00082404462
21 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00056760516
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
34 The Design Of Postgres 1986 SIGMOD 0.00049302774
36 Accurate Estimation Of The Number Of Tuples Satisfying A Condition 1984 SIGMOD 0.00048351457
46 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00044853085
93 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034701237
186 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026182534
237 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.0002369895
973 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012874284
1,759 Rank-aware Query Optimization 2004 SIGMOD 9.8160244e-05
2,331 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 8.7430753e-05
2,563 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.412445e-05
2,877 DB&IR: Both Sides Now (Extended Abstract) 2007 SIGMOD 8.0070039e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 4,789 Learned Approximate Query Processing: Make it Light, Accurate and Fast 2021 CIDR
2 10,691 Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB 2025 SIGMOD
3 13,339 DocDB: A Database for Unstructured Document Analysis 2025 VLDB
4 11,624 Accelerating Queries over Unstructured Data with ML 2021 CIDR
5 11,151 Flux: Decoupled Auto-Scaling for Heterogeneous Query Workload in Alibaba AnalyticDB 2024 SIGMOD
6 10,571 An Experimental Evaluation of Hybrid Querying on Vectors 2026 VLDB
7 11,466 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB
8 10,186 Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees 2026 SIGMOD
9 11,016 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB
10 2,563 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB