Optimization of Large-Scale Sparse Matrix-Vector Multiplication on Multi-GPU Systems

被引:0
|
作者
Gao, Jianhua [1 ]
Ji, Weixing [1 ]
Wang, Yizhuo [2 ]
机构
[1] School of Artificial Intelligence, Beijing Normal University, Beijing,60023237, China
[2] School of Computer Science and Technology, Beijing Institute of Technology, Beijing,60016835, China
关键词
Compendex;
D O I
10.1145/3676847
中图分类号
学科分类号
摘要
Computer graphics equipment
引用
收藏
相关论文
共 50 条
  • [1] A Novel Multi-GPU Parallel Optimization Model for The Sparse Matrix-Vector Multiplication
    Gao, Jiaquan
    Zhou, Yuanshen
    Wu, Kesong
    PARALLEL PROCESSING LETTERS, 2016, 26 (04)
  • [2] Multi-GPU Implementation and Performance Optimization for CSR-Based Sparse Matrix-Vector Multiplication
    Guo, Ping
    Zhang, Changjiang
    PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2017, : 2419 - 2423
  • [3] GPU accelerated sparse matrix-vector multiplication and sparse matrix-transpose vector multiplication
    Tao, Yuan
    Deng, Yangdong
    Mu, Shuai
    Zhang, Zhenzhong
    Zhu, Mingfa
    Xiao, Limin
    Ruan, Li
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2015, 27 (14): : 3771 - 3789
  • [4] Implementing Sparse Matrix-Vector Multiplication with QCSR on GPU
    Zhang, Jilin
    Liu, Enyi
    Wan, Jian
    Ren, Yongjian
    Yue, Miao
    Wang, Jue
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2013, 7 (02): : 473 - 482
  • [5] A New Method of Sparse Matrix-Vector Multiplication on GPU
    Huan, Gao
    Qian, Zhang
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 954 - 958
  • [6] Energy Evaluation of Sparse Matrix-Vector Multiplication on GPU
    Benatia, Akrem
    Ji, Weixing
    Wang, Yizhuo
    Shi, Feng
    2016 SEVENTH INTERNATIONAL GREEN AND SUSTAINABLE COMPUTING CONFERENCE (IGSC), 2016,
  • [7] Adaptive diagonal sparse matrix-vector multiplication on GPU
    Gao, Jiaquan
    Xia, Yifei
    Yin, Renjie
    He, Guixia
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2021, 157 : 287 - 302
  • [8] Optimization of Sparse Matrix-Vector Multiplication by Auto Selecting Storage Schemes on GPU
    Kubota, Yuji
    Takahashi, Daisuke
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2011, PT II, 2011, 6783 : 547 - 561
  • [9] Large-scale robust topology optimization using multi-GPU systems
    Martinez-Frutos, Jesus
    Herrero-Perez, David
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2016, 311 : 393 - 414
  • [10] Automatically Tuning Sparse Matrix-Vector Multiplication for GPU Architectures
    Monakov, Alexander
    Lokhmotov, Anton
    Avetisyan, Arutyun
    HIGH PERFORMANCE EMBEDDED ARCHITECTURES AND COMPILERS, PROCEEDINGS, 2010, 5952 : 111 - +