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 50 of 64 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
495	Milvus: A Purpose-Built Vector Data Management System	2021	SIGMOD	0.00021767688
770	A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	2021	VLDB	0.00016917602
2,262	Manu: A Cloud Native Vector Database Management System	2022	VLDB	9.1624446e-05
2,320	High-Throughput Vector Similarity Search in Knowledge Graphs	2023	SIGMOD	9.0366225e-05
2,523	ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data	2024	SIGMOD	8.604576e-05
2,690	Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment	2024	SIGMOD	8.293714e-05
3,624	SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search	2024	SIGMOD	6.9056e-05
3,680	SingleStore-V: An Integrated Vector Database System in SingleStore	2024	VLDB	6.8496415e-05
4,551	iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search	2024	SIGMOD	6.092287e-05
4,641	VIVA: An End-to-End System for Interactive Video Analytics	2022	CIDR	6.027004e-05
4,862	Vexless: A Serverless Vector Data Management System Using Cloud Functions	2024	SIGMOD	5.8707776e-05
5,184	SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search	2025	SIGMOD	5.6406991e-05
6,285	Mixer: Efficiently Understanding and Retrieving Visual Content at Web-scale	2021	VLDB	5.1280578e-05
6,327	The Tensor Data Platform: Towards an AI-centric Database System	2023	CIDR	5.1083405e-05
7,119	VectraFlow: Integrating Vectors into Stream Processing	2025	CIDR	4.8262611e-05
7,204	ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph	2023	VLDB	4.8015761e-05
7,316	Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes	2024	VLDB	4.7640297e-05
7,492	Krypton: Real-time Serving and Analytical SQL Engine at ByteDance	2023	VLDB	4.7180617e-05
7,544	A Topology-Aware Localized Update Strategy for Graph-Based ANN Index	2026	VLDB	4.7149033e-05
7,606	Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities	2025	SIGMOD	4.6967106e-05
7,611	UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search	2025	VLDB	4.6964271e-05
7,683	TDSQL: Tencent Distributed Database System	2024	VLDB	4.6799361e-05
8,175	Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models	2025	VLDB	4.5676289e-05
8,424	DIGRA: A Dynamic Graph Indexing for Approximate Nearest Neighbor Search with Range Filter	2025	SIGMOD	4.5163161e-05
8,425	Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search	2025	SIGMOD	4.5163161e-05
8,439	Accelerating Graph Indexing for ANNS on Modern CPUs	2025	SIGMOD	4.5128946e-05
8,497	DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph	2025	SIGMOD	4.4981377e-05
8,656	Dynamic Range-Filtering Approximate Nearest Neighbor Search	2025	VLDB	4.4737647e-05
8,658	Modernization of Databases in the Cloud Era: Building Databases that Run like Legos	2023	VLDB	4.4729338e-05
8,687	TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs	2025	SIGMOD	4.4675056e-05
9,103	AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference	2025	SIGMOD	4.3958197e-05
9,291	DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search	2026	SIGMOD	4.3619549e-05
9,480	Cost-Effective, Low Latency Vector Search with Azure Cosmos DB	2025	VLDB	4.3341665e-05
9,880	CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA	2026	SIGMOD	4.2643674e-05
9,881	VStream: A Distributed Streaming Vector Search System	2025	VLDB	4.2643674e-05
9,978	Fast Vector Search in PostgreSQL: A Decoupled Approach	2026	CIDR	4.1945683e-05
10,039	VecFlow: A High-Performance Vector Data Management System for Filtered-Search on GPUs	2026	SIGMOD	4.1945683e-05
10,052	Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study	2026	SIGMOD	4.1945683e-05
10,054	Beyond Vector Search: Querying With and Without Predicates	2026	SIGMOD	4.1945683e-05
10,058	Building Stateless Serverless Vector DBs via Block-based Data Partitioning	2026	SIGMOD	4.1945683e-05
10,090	Integrating Vector Databases across Embedding Models	2026	SIGMOD	4.1945683e-05
10,111	Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search	2026	SIGMOD	4.1945683e-05
10,124	TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning	2026	SIGMOD	4.1945683e-05
10,129	WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search	2026	SIGMOD	4.1945683e-05
10,150	Curator: Efficient Vector Search with Low-Selectivity Filters	2026	SIGMOD	4.1945683e-05
10,158	Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph	2026	SIGMOD	4.1945683e-05
10,160	Efficient Vector Index Merging in Vector Databases	2026	SIGMOD	4.1945683e-05
10,165	Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search	2026	SIGMOD	4.1945683e-05
10,201	RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search	2026	SIGMOD	4.1945683e-05
10,204	Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis]	2026	SIGMOD	4.1945683e-05

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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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