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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
0.00020561716
Overall Rank
339 | 97.73%
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 50 of 81 citing papers.

Rank Citing Paper Year Venue Pagerank
189 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.0002585319
344 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.00020455839
1,225 ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data 2024 SIGMOD 0.00011447937
1,373 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 0.00010891169
1,456 Manu: A Cloud Native Vector Database Management System 2022 VLDB 0.00010588868
1,603 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD 0.00010100279
1,958 SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search 2024 SIGMOD 9.3118048e-05
1,979 SingleStore-V: An Integrated Vector Database System in SingleStore 2024 VLDB 9.271804e-05
2,717 iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search 2024 SIGMOD 8.0953706e-05
3,290 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 7.4493472e-05
3,378 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.3542798e-05
4,273 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.6895276e-05
4,347 UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search 2025 VLDB 6.6457039e-05
4,600 Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes 2024 VLDB 6.5055567e-05
5,620 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 6.0596841e-05
5,717 Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities 2025 SIGMOD 6.0166864e-05
5,778 The Tensor Data Platform: Towards an AI-centric Database System 2023 CIDR 5.9953658e-05
5,903 ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph 2023 VLDB 5.9512758e-05
6,008 Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale 2021 VLDB 5.9125335e-05
6,127 DIGRA: A Dynamic Graph Indexing for Approximate Nearest Neighbor Search with Range Filter 2025 SIGMOD 5.8757178e-05
6,132 Dynamic Range-Filtering Approximate Nearest Neighbor Search 2025 VLDB 5.8755887e-05
6,187 NaviX: A Native Vector Index Design for Graph DBMSs With Robust Predicate-Agnostic Search Performance 2025 VLDB 5.855829e-05
6,230 Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models 2025 VLDB 5.842393e-05
6,461 Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search 2025 SIGMOD 5.7744005e-05
6,467 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.7729149e-05
6,475 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 5.771243e-05
6,777 VectraFlow: Integrating Vectors into Stream Processing 2025 CIDR 5.6833587e-05
6,836 Filtered Vector Search: State-of-the-art and Research Opportunities 2025 VLDB 5.6658357e-05
6,887 Modernization of Databases in the Cloud Era: Building Databases that Run like Legos 2023 VLDB 5.6542418e-05
7,006 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 5.6212001e-05
7,570 SIEVE: Effective Filtered Vector Search with Collection of Indexes 2025 VLDB 5.4929234e-05
7,594 Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search 2026 SIGMOD 5.4865404e-05
7,600 DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph 2025 SIGMOD 5.4854217e-05
7,718 TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs 2025 SIGMOD 5.4681114e-05
7,833 TDSQL: Tencent Distributed Database System 2024 VLDB 5.441313e-05
7,957 Fast Vector Search in PostgreSQL: A Decoupled Approach 2026 CIDR 5.4169862e-05
8,039 VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs 2026 SIGMOD 5.4009572e-05
8,089 Krypton: Real-time Serving and Analytical SQL Engine at ByteDance 2023 VLDB 5.3917406e-05
8,265 Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study 2026 SIGMOD 5.3639904e-05
8,350 Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal 2025 VLDB 5.3481387e-05
8,376 MicroNN: An On-device Disk-resident Updatable Vector Database 2025 SIGMOD 5.3422998e-05
8,821 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 5.2697314e-05
8,859 VStream: A Distributed Streaming Vector Search System 2025 VLDB 5.2621314e-05
9,039 Cost-Effective, Low Latency Vector Search with Azure Cosmos DB 2025 VLDB 5.2315688e-05
9,146 DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search 2026 SIGMOD 5.2199557e-05
10,083 Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts 2025 VLDB 5.0806786e-05
10,168 GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search 2026 SIGMOD 5.0658661e-05
10,231 CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA 2026 SIGMOD 5.0547568e-05
10,321 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 5.0362412e-05
10,331 TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning 2026 SIGMOD 5.0322912e-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 0.0019923528
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00081200096
20 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.0005758001
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055384955
34 The Design Of Postgres 1986 SIGMOD 0.00049129967
36 Accurate Estimation Of The Number Of Tuples Satisfying A Condition 1984 SIGMOD 0.00047864281
45 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00045027197
74 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00037145866
178 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026620521
233 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023774958
962 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012818013
1,773 Rank-aware Query Optimization 2004 SIGMOD 9.6683429e-05
2,230 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 8.7990209e-05
2,483 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 8.3973995e-05
2,886 DB&IR: Both Sides Now (Extended Abstract) 2007 SIGMOD 7.9047629e-05
Previous Page 1 / 1 Next

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