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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 50 of 71 citing papers.

Rank Citing Paper Year Venue Pagerank
286 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00022357911
398 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.00019194947
1,515 ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data 2024 SIGMOD 0.00010521317
1,589 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00010264469
1,631 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 0.00010174628
1,760 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD 9.8157819e-05
2,303 SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search 2024 SIGMOD 8.7783079e-05
2,920 SingleStore-V: An Integrated Vector Database System in SingleStore 2024 VLDB 7.9628307e-05
3,286 iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search 2024 SIGMOD 7.5596483e-05
3,364 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 7.4796687e-05
3,799 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.114484e-05
4,256 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.8018439e-05
5,653 UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search 2025 VLDB 6.1332953e-05
5,953 The Tensor Data Platform: Towards an AI-centric Database System 2023 CIDR 6.0309873e-05
6,043 Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale 2021 VLDB 5.9966613e-05
6,148 Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes 2024 VLDB 5.9593368e-05
6,404 ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph 2023 VLDB 5.8859287e-05
6,615 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 5.8214312e-05
6,650 Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities 2025 SIGMOD 5.8146324e-05
6,778 VectraFlow: Integrating Vectors into Stream Processing 2025 CIDR 5.7772535e-05
6,820 DIGRA: A Dynamic Graph Indexing for Approximate Nearest Neighbor Search with Range Filter 2025 SIGMOD 5.7632132e-05
6,995 Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models 2025 VLDB 5.7301567e-05
7,166 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 5.6846045e-05
7,259 Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search 2025 SIGMOD 5.6613405e-05
7,426 Dynamic Range-Filtering Approximate Nearest Neighbor Search 2025 VLDB 5.6211019e-05
7,686 TDSQL: Tencent Distributed Database System 2024 VLDB 5.5676271e-05
7,761 DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph 2025 SIGMOD 5.550467e-05
7,826 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 5.53654e-05
7,915 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.5181056e-05
7,971 Modernization of Databases in the Cloud Era: Building Databases that Run like Legos 2023 VLDB 5.5160445e-05
8,169 NaviX: A Native Vector Index Design for Graph DBMSs With Robust Predicate-Agnostic Search Performance 2025 VLDB 5.4742745e-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
9,145 SIEVE: Effective Filtered Vector Search with Collection of Indexes 2025 VLDB 5.3150984e-05
9,163 Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study 2026 SIGMOD 5.3104846e-05
9,360 DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search 2026 SIGMOD 5.2819088e-05
9,776 Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal 2025 VLDB 5.2209769e-05
9,892 Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts 2025 VLDB 5.1997534e-05
9,915 MicroNN: An On-device Disk-resident Updatable Vector Database 2025 SIGMOD 5.1955087e-05
9,918 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 5.1955087e-05
10,035 CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA 2026 SIGMOD 5.173224e-05
10,036 VStream: A Distributed Streaming Vector Search System 2025 VLDB 5.173224e-05
10,201 Balancing Global and Local: Representative Sampling for Large-Scale Vector Data 2026 SIGMOD 5.093636e-05
10,209 CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute-Memory Disaggregation 2026 SIGMOD 5.093636e-05
10,242 FAVOR: Efficient Filter-Agnostic Vector ANNS Based on Selectivity-Aware Exclusion Distances 2026 SIGMOD 5.093636e-05
10,251 GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search 2026 SIGMOD 5.093636e-05
10,279 PathSeer: Adaptive Neighbor Handling for Efficient Filtered ANN Search 2026 SIGMOD 5.093636e-05
10,297 TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search 2026 SIGMOD 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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