FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference
Author:
Affiliation:
1. Georgia Institute of Technology,School of Electrical and Computer Engineering
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10070856/10070923/10071015.pdf?arnumber=10071015
Reference64 articles.
1. MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank
2. Hardware Acceleration of Large Scale GCN Inference
3. Open graph benchmark: Datasets for machine learning on graphs;hu;Advances in neural information processing systems,2020
4. AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing
Cited by 24 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. HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond;Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD;2024-09-09
2. FPGA-Based Sparse Matrix Multiplication Accelerators: From State-of-the-art to Future Opportunities;ACM Transactions on Reconfigurable Technology and Systems;2024-08-28
3. Opportunities and challenges of graph neural networks in electrical engineering;Nature Reviews Electrical Engineering;2024-08-05
4. HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation;IEEE Transactions on Parallel and Distributed Systems;2024-07
5. NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3