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

Summary: Hybrid engine AnalyticDB-V unifies structured and unstructured data under SQL via vectorization of unstructured content. Novel ANNS with accuracy-aware optimization as physical operators in a lambda framework enables scalable hybrid queries on Alibaba Cloud. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12198
Venue
VLDB
Year
2020
Pagerank
0.00017447617
Overall Rank
736 | 94.89%
DOI
10.14778/3415478.3415541

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 64 citing papers.

Rank Citing Paper Year Venue Pagerank
10,256 I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration 2026 VLDB 4.1945683e-05
10,273 An Experimental Evaluation of Hybrid Querying on Vectors 2026 VLDB 4.1945683e-05
10,279 ConANN: Conformal Approximate Nearest Neighbor Search 2026 VLDB 4.1945683e-05
10,287 RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search 2026 VLDB 4.1945683e-05
10,303 Elastic Index Selection for Label-Hybrid AKNN Search 2026 VLDB 4.1945683e-05
10,409 MicroNN: An On-device Disk-resident Updatable Vector Database 2025 SIGMOD 4.1945683e-05
10,654 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 4.1945683e-05
10,683 Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts 2025 VLDB 4.1945683e-05
10,703 Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal 2025 VLDB 4.1945683e-05
10,743 NaviX: A Native Vector Index Design for Graph DBMSs With Robust Predicate-Agnostic Search Performance 2025 VLDB 4.1945683e-05
10,761 SIEVE: Effective Filtered Vector Search with Collection of Indexes 2025 VLDB 4.1945683e-05
10,787 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 4.1945683e-05
10,841 Filtered Vector Search: State-of-the-art and Research Opportunities 2025 VLDB 4.1945683e-05
11,267 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB 4.1945683e-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 0.0032169493
5 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.0018397217
28 Accurate Estimation Of The Number Of Tuples Satisfying A Condition 1984 SIGMOD 0.00080435857
34 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00076637636
44 The Design Of Postgres 1986 SIGMOD 0.00071838587
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
79 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00056242144
212 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00033913475
310 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00028132402
426 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023594359
1,262 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012986539
1,684 Fuxi: a Fault-Tolerant Resource Management and Job Scheduling System at Internet Scale 2014 VLDB 0.0001091857
2,012 DB&IR: Both Sides Now (Extended Abstract) 2007 SIGMOD 9.7951657e-05
2,393 Rank-aware Query Optimization 2004 SIGMOD 8.9016542e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05
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Overall Rank Paper Year Venue Pagerank
10,054 Beyond Vector Search: Querying With and Without Predicates 2026 SIGMOD 4.1945683e-05
6,230 Learned Approximate Query Processing: Make it Light, Accurate and Fast 2021 CIDR 5.145989e-05
10,405 Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB 2025 SIGMOD 4.1945683e-05
13,134 DocDB: A Database for Unstructured Document Analysis 2025 VLDB -
11,426 Accelerating Queries over Unstructured Data with ML 2021 CIDR 4.1945683e-05
10,932 Flux: Decoupled Auto-Scaling for Heterogeneous Query Workload in Alibaba AnalyticDB 2024 SIGMOD 4.1945683e-05
10,273 An Experimental Evaluation of Hybrid Querying on Vectors 2026 VLDB 4.1945683e-05
11,267 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB 4.1945683e-05
10,787 AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud 2025 VLDB 4.1945683e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05