GraphAGILE: An FPGA-based Overlay Accelerator for Low-latency GNN Inference

被引:0
|
作者
Zhang, Bingyi [1 ]
Zeng, Hanqing [1 ]
Prasanna, Viktor [1 ]
机构
[1] The Department of Electrical and Computer Engineering, University of Southern California, Los Angeles,CA,90089, United States
来源
arXiv | 2023年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Convolutional codes - Dynamic loads - Integrated circuit design - Matrix algebra - Memory architecture - Network architecture - Neural network models - Program compilers
引用
收藏
相关论文
共 50 条
  • [31] An FPGA-Based accelerator for multiphysics modeling
    Huang, XM
    Ma, J
    ERSA '04: THE 2004 INTERNATIONAL CONFERENCE ON ENGINEERING OF RECONFIGURABLE SYSTEMS AND ALGORITHMS, 2004, : 209 - 212
  • [32] Low-latency remote-offloading system for accelerator
    Saito, Shogo
    Fujimoto, Kei
    Shiraga, Akinori
    ANNALS OF TELECOMMUNICATIONS, 2024, 79 (3-4) : 179 - 196
  • [33] Low-latency remote-offloading system for accelerator
    Shogo Saito
    Kei Fujimoto
    Akinori Shiraga
    Annals of Telecommunications, 2024, 79 : 179 - 196
  • [34] Fair DMA Scheduler for Low-Latency Accelerator Offloading
    Otani, Ikuo
    Fujimoto, Kei
    Shiraga, Akinori
    2022 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING, ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM, 2022, : 26 - 32
  • [35] Design of Low-latency Overlay Protocol for Blockchain Delivery Networks
    Zhu, Yiqing
    Hua, Cunqing
    Zhong, Dingjie
    Xu, Wenchao
    2022 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2022, : 1182 - 1187
  • [36] FitNN: A Low-Resource FPGA-Based CNN Accelerator for Drones
    Zhang, Zhichao
    Mahmud, M. A. Parvez
    Kouzani, Abbas Z.
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (21) : 21357 - 21369
  • [37] FPGA-based Accelerators System with Low Latency Autonomous DMA Engine
    Yokono, Tomoya
    Yamabe, Yoshiro
    Tanaka, Kenji
    Arikawa, Yuki
    Ishizaki, Teruaki
    2022 IEEE 30TH INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM 2022), 2022, : 253 - 253
  • [38] FPGA-Based Improved Background Subtraction for Ultra-Low Latency
    Oshima, Yoshiyuki
    Yamaguchi, Yoshiki
    Tsugami, Ryohei
    Fujiwara, Toshihito
    Fukui, Tatsuya
    Narikawa, Satoshi
    IEEE ACCESS, 2024, 12 : 164063 - 164080
  • [39] An FPGA-Based Reconfigurable Accelerator for Low-Bit DNN Training
    Shao, Haikuo
    Lu, Jinming
    Lin, Jun
    Wang, Zhongfeng
    2021 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI 2021), 2021, : 254 - 259
  • [40] FPGA Implementation of Low-Latency Recursive Median Filter
    Peng, Bo
    Zhou, Yuzhu
    Li, Qiang
    Lin, Maosong
    Weng, Jiankui
    Zeng, Qiang
    2022 21ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (ICFPT 2022), 2022, : 312 - 318