Copertina

Fast Tuning the Index Construction Parameters of Proximity Graphs in Vector Databases

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhou, Wenyang, Xie, Jiadong, Liu, Yingfan, Yin, Zhihao, Yu, Jeffrey Xu, Li, Hui, Mu, Zhangqian, Qiao, Xiaotian, Cui, Jiangtao
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Databases
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search
di: Yang, Shuo, et al.
Pubblicazione: (2024)

Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data
di: Liu, Yingfan, et al.
Pubblicazione: (2025)

Generalized Range Filtering Approximate Nearest Neighbor Search: Containment and Overlap [Technical Report]
di: Liu, Yingfan, et al.
Pubblicazione: (2026)

Frequency-Aware Graph Construction and Search for Dynamic Vector Databases
di: Zhu, Yifan, et al.
Pubblicazione: (2025)

RISK: Efficiently processing rich spatial-keyword queries on encrypted geo-textual data
di: Lv, Zhen, et al.
Pubblicazione: (2026)

SLSM : An Efficient Strategy for Lazy Schema Migration on Shared-Nothing Databases
di: Zeng, Zhilin, et al.
Pubblicazione: (2024)

Griffin: Fast Transactional Database Index with Hash and B+-Tree
di: Nakazono, Sho, et al.
Pubblicazione: (2024)

Evaluating the Practical Effectiveness of LLM-Driven Index Tuning with Microsoft Database Tuning Advisor
di: Wang, Xiaoying, et al.
Pubblicazione: (2026)

Proximity Graphs for Similarity Search: Fast Construction, Lower Bounds, and Euclidean Separation
di: Lu, Shangqi, et al.
Pubblicazione: (2025)

MINT: Multi-Vector Search Index Tuning
di: Zhu, Jiongli, et al.
Pubblicazione: (2025)

LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning
di: Kwon, Sein, et al.
Pubblicazione: (2026)

TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs
di: Liu, Shige, et al.
Pubblicazione: (2025)

PGTuner: An Efficient Framework for Automatic and Transferable Configuration Tuning of Proximity Graphs
di: Duan, Hao, et al.
Pubblicazione: (2025)

Optimizing SSD-Resident Graph Indexing for High-Throughput Vector Search
di: Zhao, Weichen, et al.
Pubblicazione: (2026)

Trading Vector Data in Vector Databases
di: Cheng, Jin, et al.
Pubblicazione: (2025)

Curator: Efficient Indexing for Multi-Tenant Vector Databases
di: Jin, Yicheng, et al.
Pubblicazione: (2024)

Cracking Vector Search Indexes
di: Mageirakos, Vasilis, et al.
Pubblicazione: (2025)

Relational Database Distillation: From Structured Tables to Condensed Graph Data
di: Gao, Xinyi, et al.
Pubblicazione: (2025)

ExtGraph: A Fast Extraction Method of User-intended Graphs from a Relational Database
di: Park, Jeongho, et al.
Pubblicazione: (2025)

Bala-Join: An Adaptive Hash Join for Balancing Communication and Computation in Geo-Distributed SQL Databases
di: Song, Wenlong, et al.
Pubblicazione: (2026)

GEM: A Native Graph-based Index for Multi-Vector Retrieval
di: Tian, Yao, et al.
Pubblicazione: (2026)

An Efficient Proximity Graph-based Approach to Table Union Search
di: Xie, Yiming, et al.
Pubblicazione: (2025)

A Super Fast K-means for Indexing Vector Embeddings
di: Kuffo, Leonardo, et al.
Pubblicazione: (2026)

HAKES: Scalable Vector Database for Embedding Search Service
di: Hu, Guoyu, et al.
Pubblicazione: (2025)

Towards Cost-effective LLMs Routing with Batch Prompting
di: Xu, Haotian, et al.
Pubblicazione: (2026)

MicroNN: An On-device Disk-resident Updatable Vector Database
di: Pound, Jeffrey, et al.
Pubblicazione: (2025)

A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge
di: Ma, Le, et al.
Pubblicazione: (2023)

DemoTuner: Automatic Performance Tuning for Database Management Systems Based on Demonstration Reinforcement Learning
di: Dou, Hui, et al.
Pubblicazione: (2025)

EMIT: Micro-Invasive Database Configuration Tuning
di: Geng, Jian, et al.
Pubblicazione: (2024)

Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform
di: Bulgakov, Vitaly, et al.
Pubblicazione: (2024)

Towards Robustness: A Critique of Current Vector Database Assessments
di: Wang, Zikai, et al.
Pubblicazione: (2025)

Approximate Diverse $k$-nearest Neighbor Search in Vector Database
di: Zhao, Jiachen, et al.
Pubblicazione: (2025)

A Fast Ethereum-Compatible Forkless Database
di: Jordan, Herbert, et al.
Pubblicazione: (2025)

λ-Tune: Harnessing Large Language Models for Automated Database System Tuning
di: Giannankouris, Victor, et al.
Pubblicazione: (2024)

On Reporting Durable Patterns in Temporal Proximity Graphs
di: Agarwal, Pankaj K., et al.
Pubblicazione: (2024)

Approximate Hausdorff Distance for Multi-Vector Databases
di: Zhao, Dongfang
Pubblicazione: (2025)

Automatic Configuration Tuning on Cloud Database: A Survey
di: Zhang, Limeng, et al.
Pubblicazione: (2024)

FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search
di: Wu, Zekai, et al.
Pubblicazione: (2026)

Beyond Linear LLM Invocation: An Efficient and Effective Semantic Filter Paradigm
di: Hou, Nan, et al.
Pubblicazione: (2026)

Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory
di: Liu, Yi, et al.
Pubblicazione: (2025)