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Manu: A Cloud Native Vector Database Management System

Summary: Manu is a cloud-native vector DBMS relaxing schemas and consistency for elasticity and billions-scale embedding workloads. Backbone WAL/binlog; writes publish logs, reads subscribe; MVCC and delta consistency decouple components for scalable vector search. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12831
Venue
VLDB
Year
2022
Pagerank
9.1587362e-05
Overall Rank
2,264 | 84.27%
DOI
10.14778/3554821.3554843

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
2,321 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 9.0359336e-05
2,692 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD 8.2857267e-05
4,600 Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search 2025 SIGMOD 6.0528015e-05
6,970 AquaPipe: A Quality-Aware Pipeline for Knowledge Retrieval and Large Language Models 2025 SIGMOD 4.8740302e-05
7,307 Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes 2024 VLDB 4.7623207e-05
7,608 Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities 2025 SIGMOD 4.6922063e-05
7,827 Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models 2025 VLDB 4.6379617e-05
8,208 VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search 2025 VLDB 4.5537353e-05
8,430 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 4.508568e-05
8,484 Maximum Inner Product is Query-Scaled Nearest Neighbor 2025 VLDB 4.4956257e-05
8,495 DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph 2025 SIGMOD 4.4938255e-05
9,102 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 4.3916067e-05
9,399 BigVectorBench: Heterogeneous Data Embedding and Compound Queries are Essential in Evaluating Vector Databases 2025 VLDB 4.3399748e-05
9,414 Experimental Analysis of Large-scale Learnable Vector Storage Compression 2024 VLDB 4.3399748e-05
9,878 HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search 2026 SIGMOD 4.2602815e-05
9,880 VStream: A Distributed Streaming Vector Search System 2025 VLDB 4.2602815e-05
10,042 Accelerating High-Dimensional ANN Search via Skipping Redundant Distance Computations 2026 SIGMOD 4.1905499e-05
10,058 Building Stateless Serverless Vector DBs via Block-based Data Partitioning 2026 SIGMOD 4.1905499e-05
10,090 Integrating Vector Databases across Embedding Models 2026 SIGMOD 4.1905499e-05
10,129 WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search 2026 SIGMOD 4.1905499e-05
10,146 CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis] 2026 SIGMOD 4.1905499e-05
10,158 Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph 2026 SIGMOD 4.1905499e-05
10,201 RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search 2026 SIGMOD 4.1905499e-05
10,222 RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference 2026 VLDB 4.1905499e-05
10,224 SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search 2026 VLDB 4.1905499e-05
10,256 I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration 2026 VLDB 4.1905499e-05
10,299 RED-ANNS: An RDMA-Enabled Distributed Framework for Graph-Based Approximate Nearest Neighbor Search 2026 VLDB 4.1905499e-05
10,662 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 4.1905499e-05
10,711 Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal 2025 VLDB 4.1905499e-05
10,718 Cracking Vector Search Indexes 2025 VLDB 4.1905499e-05
10,744 Select Edges Wisely: Monotonic Path Aware Graph Layout Optimization for Disk-based ANN Search 2025 VLDB 4.1905499e-05
10,982 Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching 2024 SIGMOD 4.1905499e-05
11,095 Native Distributed Databases: Problems, Challenges and Opportunities 2024 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
34 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00076824554
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059744625
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048217028
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040580118
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
210 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034086264
363 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00025750338
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
494 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00021769407
730 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00017443615
1,252 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00013023834
1,617 PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension 2020 SIGMOD 0.0001113145
1,721 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010741822
1,934 VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning 2020 VLDB 0.00010047294
2,160 PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search 2020 VLDB 9.4037759e-05
2,337 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 9.0092781e-05
2,434 iDEC: Indexable Distance Estimating Codes for Approximate Nearest Neighbor Search 2020 VLDB 8.8225986e-05
3,153 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4706916e-05
3,933 Intelligent Probing for Locality Sensitive Hashing: Multi-Probe LSH and Beyond 2017 VLDB 6.6164676e-05
4,178 Best Position Algorithms for Top-k Queries 2007 VLDB 6.3757762e-05
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Overall Rank Paper Year Venue Pagerank
10,783 Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads 2025 VLDB 4.1905499e-05
3,612 SingleStore-V: An Integrated Vector Database System in SingleStore 2024 VLDB 6.9177653e-05
4,831 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 5.8883791e-05
10,058 Building Stateless Serverless Vector DBs via Block-based Data Partitioning 2026 SIGMOD 4.1905499e-05
4,387 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.2219283e-05
6,839 Minuet: A Scalable Distributed Multiversion B-Tree 2012 VLDB 4.9060482e-05
10,782 GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications 2025 VLDB 4.1905499e-05
9,482 Cost-Effective, Low Latency Vector Search with Azure Cosmos DB 2025 VLDB 4.3300131e-05
4,547 Database-Agnostic Workload Management 2019 CIDR 6.0904384e-05
494 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00021769407