ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Manohar, Magdalen Dobson, Shen, Zheqi, Blelloch, Guy E., Dhulipala, Laxman, Gu, Yan, Simhadri, Harsha Vardhan, Sun, Yihan
Format:	Preprint
Published:	2023
Subjects:	Information Retrieval Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search
by: Xu, Haike, et al.
Published: (2025)

JAG: Joint Attribute Graphs for Filtered Nearest Neighbor Search
by: Xu, Haike, et al.
Published: (2026)

Range Retrieval with Graph-Based Indices
by: Manohar, Magdalen Dobson, et al.
Published: (2025)

Approximate Nearest Neighbor Search with Window Filters
by: Engels, Joshua, et al.
Published: (2024)

Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search
by: Gottesbüren, Lars, et al.
Published: (2024)

PiPNN: Ultra-Scalable Graph-Based Nearest Neighbor Indexing
by: Rubel, Tobias, et al.
Published: (2026)

Results of the Big ANN: NeurIPS'23 competition
by: Simhadri, Harsha Vardhan, et al.
Published: (2024)

KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng
by: Senkevich, Oleg, et al.
Published: (2025)

BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU
by: V., Karthik, et al.
Published: (2024)

CleANN: Efficient Full Dynamism in Graph-based Approximate Nearest Neighbor Search
by: Zhang, Ziyu, et al.
Published: (2025)

Learning Cluster Representatives for Approximate Nearest Neighbor Search
by: Vecchiato, Thomas
Published: (2024)

Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph
by: Kang, Dingyi, et al.
Published: (2025)

Multiple Index Merge for Approximate Nearest Neighbor Search
by: Jing, Liuchang, et al.
Published: (2026)

kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search
by: Delfino, Leonardo, et al.
Published: (2025)

Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
by: Li, Mocheng, et al.
Published: (2025)

WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers
by: Liu, Mugeng, et al.
Published: (2025)

δ-EMG: A Monotonic Graph Index for Approximate Nearest Neighbor Search
by: Xiang, Liming, et al.
Published: (2025)

A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search
by: Vecchiato, Thomas, et al.
Published: (2024)

Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
by: Iff, Patrick, et al.
Published: (2025)

Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
by: Severo, Daniel, et al.
Published: (2025)

On Storage Neural Network Augmented Approximate Nearest Neighbor Search
by: Ikeda, Taiga, et al.
Published: (2025)

Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
by: Ruan, Jiancheng, et al.
Published: (2025)

CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs
by: Ootomo, Hiroyuki, et al.
Published: (2023)

Filtered Approximate Nearest Neighbor Search in Vector Databases: System Design and Performance Analysis
by: Amanbayev, Abylay, et al.
Published: (2026)

SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
by: Gou, Yutong, et al.
Published: (2024)

CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search
by: Li, Zhenxin, et al.
Published: (2025)

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

Parallel Batch-Dynamic Maximal Independent Set
by: Blelloch, Guy, et al.
Published: (2026)

Faster Parallel Batch-Dynamic Algorithms for Low Out-Degree Orientation
by: Blelloch, Guy, et al.
Published: (2026)

Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
by: Deng, Liwei, et al.
Published: (2024)

PolyMinHash: Efficient Area-Based MinHashing of Polygons for Approximate Nearest Neighbor Search
by: Subedi, Alima, et al.
Published: (2025)

Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach
by: Lu, Kejing, et al.
Published: (2026)

Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search
by: Zhang, Haoyu, et al.
Published: (2024)

QPAD: Quantile-Preserving Approximate Dimension Reduction for Nearest Neighbors Preservation in High-Dimensional Vector Search
by: Fu, Jiuzhou, et al.
Published: (2025)

Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets
by: Bruch, Sebastian, et al.
Published: (2025)

AQR-HNSW: Accelerating Approximate Nearest Neighbor Search via Density-aware Quantization and Multi-stage Re-ranking
by: Tewary, Ganap Ashit, et al.
Published: (2026)

GPU-Native Approximate Nearest Neighbor Search with IVF-RaBitQ: Fast Index Build and Search
by: Shi, Jifan, et al.
Published: (2026)

RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
by: Chen, Meng, et al.
Published: (2024)

Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search
by: Oguri, Yutaro, et al.
Published: (2024)

Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space
by: Chen, Zhonghan, et al.
Published: (2024)