FNNG: A High-Performance FPGA-based Accelerator for K-Nearest Neighbor Graph Construction

Author:

Liu Chaoqiang1ORCID,Liu Haifeng1ORCID,Zheng Long1ORCID,Huang Yu1ORCID,Ye Xiangyu1ORCID,Liao Xiaofei2ORCID,Jin Hai2ORCID

Affiliation:

1. Huazhong University of Science and Technology & Zhejiang Lab, Wuhan & Hangzhou, China

2. Huazhong University of Science and Technology, Wuhan, China

Funder

Zhejiang Lab

The National Natural Science Foundation of China

Publisher

ACM

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-06

2. AMST: Accelerating Large-Scale Graph Minimum Spanning Tree Computation on FPGA;2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2024-05-27

3. Towards Accelerating k-NN with MPI and Near-Memory Processing;2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW);2024-05-27

4. Real-Time Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics;Computing and Software for Big Science;2024-03-21

5. L-FNNG: Accelerating Large-Scale KNN Graph Construction on CPU-FPGA Heterogeneous Platform;ACM Transactions on Reconfigurable Technology and Systems;2024-03-14

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