Accelerating Graph Indexing for ANNS on Modern CPUs
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Mengzhao, Wu, Haotian, Ke, Xiangyu, Gao, Yunjun, Zhu, Yifan, Zhou, Wenchao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
by: Wang, Mengzhao, et al.
Published: (2024)
by: Wang, Mengzhao, et al.
Published: (2024)
Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2025)
by: Li, Zhonggen, et al.
Published: (2025)
GTS: GPU-based Tree Index for Fast Similarity Search
by: Zhu, Yifan, et al.
Published: (2024)
by: Zhu, Yifan, et al.
Published: (2024)
Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search
by: Wang, Mengzhao, et al.
Published: (2025)
by: Wang, Mengzhao, et al.
Published: (2025)
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
by: Wang, Mengzhao, et al.
Published: (2024)
by: Wang, Mengzhao, et al.
Published: (2024)
All-in-one Graph-based Indexing for Hybrid Search on GPUs
by: Li, Zhonggen, et al.
Published: (2025)
by: Li, Zhonggen, et al.
Published: (2025)
Maximum Inner Product is Query-Scaled Nearest Neighbor
by: Chen, Tingyang, et al.
Published: (2025)
by: Chen, Tingyang, et al.
Published: (2025)
GPU-Accelerated ANNS: Quantized for Speed, Built for Change
by: McCoy, Hunter, et al.
Published: (2026)
by: McCoy, Hunter, et al.
Published: (2026)
View-based Explanations for Graph Neural Networks
by: Chen, Tingyang, et al.
Published: (2024)
by: Chen, Tingyang, et al.
Published: (2024)
GRAB-ANNS: High-Throughput Indexing and Hybrid Search via GPU-Native Bucketing
by: Zhao, Xinkui, et al.
Published: (2026)
by: Zhao, Xinkui, et al.
Published: (2026)
A GPU-Accelerated Framework for Multi-Attribute Range Filtered Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2026)
by: Li, Zhonggen, et al.
Published: (2026)
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
by: Ruan, Jiancheng, et al.
Published: (2025)
by: Ruan, Jiancheng, et al.
Published: (2025)
OneDB: A Distributed Multi-Metric Data Similarity Search System
by: Qian, Tang, et al.
Published: (2025)
by: Qian, Tang, et al.
Published: (2025)
CS-PQ: Cache-Friendly SIMD Product Quantization for Large-Scale ANNS Index Construction
by: Ma, Y. T., et al.
Published: (2026)
by: Ma, Y. T., et al.
Published: (2026)
PiLLar: Matching for Pivot Table Schema via LLM-guided Monte-Carlo Tree Search
by: Gao, Yunjun, et al.
Published: (2026)
by: Gao, Yunjun, et al.
Published: (2026)
DIMS: Distributed Index for Similarity Search in Metric Spaces
by: Zhu, Yifan, et al.
Published: (2024)
by: Zhu, Yifan, et al.
Published: (2024)
Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views
by: Chen, Tingyang, et al.
Published: (2025)
by: Chen, Tingyang, et al.
Published: (2025)
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration
by: Fu, Jiajie, et al.
Published: (2025)
by: Fu, Jiajie, et al.
Published: (2025)
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
Leveraging I/O Stalls for Efficient Scheduling in ANNS
by: Zhang, Juncheng, et al.
Published: (2026)
by: Zhang, Juncheng, et al.
Published: (2026)
Graph Data Management and Graph Machine Learning: Synergies and Opportunities
by: Khan, Arijit, et al.
Published: (2025)
by: Khan, Arijit, et al.
Published: (2025)
U-HNSW: An Efficient Graph-based Solution to ANNS Under Universal Lp Metrics
by: Wang, Huayi, et al.
Published: (2026)
by: Wang, Huayi, et al.
Published: (2026)
Beyond Relational: Semantic-Aware Multi-Modal Analytics with LLM-Native Query Optimization
by: Zhu, Junhao, et al.
Published: (2025)
by: Zhu, Junhao, et al.
Published: (2025)
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search
by: Chen, Tingyang, et al.
Published: (2025)
by: Chen, Tingyang, et al.
Published: (2025)
ScaleGANN: Accelerate Large-Scale ANN Indexing by Cost-effective Cloud GPUs
by: Lu, Lan, et al.
Published: (2026)
by: Lu, Lan, et al.
Published: (2026)
Breaking the Storage-Compute Bottleneck in Billion-Scale ANNS: A GPU-Driven Asynchronous I/O Framework
by: Xiao, Yang, et al.
Published: (2025)
by: Xiao, Yang, et al.
Published: (2025)
Bang for the Buck: Vector Search on Cloud CPUs
by: Kuffo, Leonardo, et al.
Published: (2025)
by: Kuffo, Leonardo, et al.
Published: (2025)
MontePrep: Monte-Carlo-Driven Automatic Data Preparation without Target Data Instances
by: Ge, Congcong, et al.
Published: (2025)
by: Ge, Congcong, et al.
Published: (2025)
HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores
by: Li, Zhonggen, et al.
Published: (2024)
by: Li, Zhonggen, et al.
Published: (2024)
Accelerating Regular Path Queries over Graph Database with Processing-in-Memory
by: Ma, Ruoyan, et al.
Published: (2024)
by: Ma, Ruoyan, et al.
Published: (2024)
SpANNS: Optimizing Approximate Nearest Neighbor Search for Sparse Vectors Using Near Memory Processing
by: Zhang, Tianqi, et al.
Published: (2026)
by: Zhang, Tianqi, et al.
Published: (2026)
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation
by: Li, Jiahui, et al.
Published: (2025)
by: Li, Jiahui, et al.
Published: (2025)
LASER: A Data-Centric Method for Low-Cost and Efficient SQL Rewriting based on SQL-GRPO
by: Li, Jiahui, et al.
Published: (2026)
by: Li, Jiahui, et al.
Published: (2026)
FusionANNS: An Efficient CPU/GPU Cooperative Processing Architecture for Billion-scale Approximate Nearest Neighbor Search
by: Tian, Bing, et al.
Published: (2024)
by: Tian, Bing, et al.
Published: (2024)
LITS: An Optimized Learned Index for Strings (An Extended Version)
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search
by: Yang, Shuo, et al.
Published: (2024)
by: Yang, Shuo, et al.
Published: (2024)
Scalable Community Search with Accuracy Guarantee on Attributed Graphs
by: Wang, Yuxiang, et al.
Published: (2024)
by: Wang, Yuxiang, et al.
Published: (2024)
Practical Persistent Multi-Word Compare-and-Swap Algorithms for Many-Core CPUs
by: Sugiura, Kento, et al.
Published: (2024)
by: Sugiura, Kento, et al.
Published: (2024)
SliceGX: Layer-wise GNN Explanation with Model-slicing
by: Zhu, Tingting, et al.
Published: (2025)
by: Zhu, Tingting, et al.
Published: (2025)
Indexing Techniques for Graph Reachability Queries
by: Zhang, Chao, et al.
Published: (2023)
by: Zhang, Chao, et al.
Published: (2023)
Similar Items
-
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
by: Wang, Mengzhao, et al.
Published: (2024) -
Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2025) -
GTS: GPU-based Tree Index for Fast Similarity Search
by: Zhu, Yifan, et al.
Published: (2024) -
Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search
by: Wang, Mengzhao, et al.
Published: (2025) -
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
by: Wang, Mengzhao, et al.
Published: (2024)