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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
12830
Venue
VLDB
Year
2022
Pagerank
9.1624446e-05
Overall Rank
2,262 | 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
2,320 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 9.0366225e-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
4,598 Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search 2025 SIGMOD 6.0586236e-05
7,193 AquaPipe: A Quality-Aware Pipeline for Knowledge Retrieval and Large Language Models 2025 SIGMOD 4.8039257e-05
7,316 Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes 2024 VLDB 4.7640297e-05
7,606 Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities 2025 SIGMOD 4.6967106e-05
8,175 Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models 2025 VLDB 4.5676289e-05
8,209 VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search 2025 VLDB 4.5581054e-05
8,439 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 4.5128946e-05
8,485 Maximum Inner Product is Query-Scaled Nearest Neighbor 2025 VLDB 4.4999394e-05
8,497 DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph 2025 SIGMOD 4.4981377e-05
9,103 AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference 2025 SIGMOD 4.3958197e-05
9,394 BigVectorBench: Heterogeneous Data Embedding and Compound Queries are Essential in Evaluating Vector Databases 2025 VLDB 4.3441378e-05
9,408 Experimental Analysis of Large-scale Learnable Vector Storage Compression 2024 VLDB 4.3441378e-05
9,879 HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search 2026 SIGMOD 4.2643674e-05
9,881 VStream: A Distributed Streaming Vector Search System 2025 VLDB 4.2643674e-05
10,042 Accelerating High-Dimensional ANN Search via Skipping Redundant Distance Computations 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
10,129 WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search 2026 SIGMOD 4.1945683e-05
10,146 CANDOR-Bench: Benchmarking In-Memory Continuous ANNS under Dynamic Open-World Streams [Experiments & Analysis] 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
10,201 RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search 2026 SIGMOD 4.1945683e-05
10,222 RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference 2026 VLDB 4.1945683e-05
10,224 SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search 2026 VLDB 4.1945683e-05
10,256 I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration 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
10,654 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 4.1945683e-05
10,703 Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal 2025 VLDB 4.1945683e-05
10,711 Cracking Vector Search Indexes 2025 VLDB 4.1945683e-05
10,737 Select Edges Wisely: Monotonic Path Aware Graph Layout Optimization for Disk-based ANN Search 2025 VLDB 4.1945683e-05
10,979 Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching 2024 SIGMOD 4.1945683e-05
11,092 Native Distributed Databases: Problems, Challenges and Opportunities 2024 VLDB 4.1945683e-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 0.00076637636
70 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00059533166
109 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.00048186983
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040504295
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039180521
212 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00033913475
390 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024607299
426 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023594359
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
495 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00021767688
736 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00017447617
1,269 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00012930432
1,636 PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search Extension 2020 SIGMOD 0.00011053863
1,729 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.0001073728
1,757 VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere Partitioning 2020 VLDB 0.00010660932
2,181 PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search 2020 VLDB 9.3451821e-05
2,358 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 8.9617346e-05
2,435 iDEC: Indexable Distance Estimating Codes for Approximate Nearest Neighbor Search 2020 VLDB 8.8252237e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05
3,938 Intelligent Probing for Locality Sensitive Hashing: Multi-Probe LSH and Beyond 2017 VLDB 6.6155909e-05
4,186 Best Position Algorithms for Top-k Queries 2007 VLDB 6.3764858e-05
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Overall Rank Paper Year Venue Pagerank
10,777 Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads 2025 VLDB 4.1945683e-05
3,680 SingleStore-V: An Integrated Vector Database System in SingleStore 2024 VLDB 6.8496415e-05
4,862 Vexless: A Serverless Vector Data Management System Using Cloud Functions 2024 SIGMOD 5.8707776e-05
10,058 Building Stateless Serverless Vector DBs via Block-based Data Partitioning 2026 SIGMOD 4.1945683e-05
4,390 LogStore: A Cloud-Native and Multi-Tenant Log Database 2021 SIGMOD 6.2279149e-05
6,841 Minuet: A Scalable Distributed Multiversion B-Tree 2012 VLDB 4.9105477e-05
10,776 GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications 2025 VLDB 4.1945683e-05
9,480 Cost-Effective, Low Latency Vector Search with Azure Cosmos DB 2025 VLDB 4.3341665e-05
4,549 Database-Agnostic Workload Management 2019 CIDR 6.0926728e-05
495 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00021767688