Multi-GPU Communication Schemes for Iterative Solvers: When CPUs are Not in Charge

被引：0

作者：

Ismayilov, Ismayil ^{[1
]}

Baydamirli, Javid ^{[1
]}

Sagbili, Dogan ^{[1
]}

Wahib, Mohamed ^{[2
]}

Unat, Didem ^{[1
]}

机构：

[1] Koç University, Istanbul, Turkey

[2] RIKEN Center for Computational Science, Kobe, Japan

来源：

Proceedings of the International Conference on Supercomputing | 2023年

基金：

欧盟地平线“2020”; 欧洲研究理事会;

关键词：

Engineering Village;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Communication schemes - Control-flow - Execution modeling - Flow path - GPU-initiated communication - Improve performance - Iterative solvers - Multi-GPU - NVSHMEM - Persistent kernel

引用

页码：192 / 202

共 26 条

[21] Communication and Load Balancing Optimization for Finite Element Electromagnetic Simulations Using Multi-GPU Workstation
Dziekonski, Adam
Sypek, Piotr
Lamecki, Adam
Mrozowski, Michal
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2017, 65 (08) : 2661 - 2671
[22] Employing a Novel Consensus Optimization Strategy to Achieve Iterative Cone Beam CT Reconstruction On a Multi-GPU Platform
Li, B.
Tian, Z.
Zhou, L.
Jiang, S.
Jia, X.
MEDICAL PHYSICS, 2016, 43 (06) : 3344 - 3345
[23] Empirical Performance Evaluation of Communication Libraries for Multi-GPU based Distributed Deep Learning in a Container Environment
Choi, HyeonSeong
Kim, Youngrang
Lee, Jaehwan
Kim, Yoonhee
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 15 (03): : 911 - 931
[24] Reducing Communication Overhead in Multi-GPU Hybrid Solver for 2D Laplace's Equation
Czapinski, Michal
Thompson, Chris
Barnes, Stuart
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2014, 42 (06) : 1032 - 1047
[25] Reducing Communication Overhead in Multi-GPU Hybrid Solver for 2D Laplace’s Equation
Michał Czapiński
Chris Thompson
Stuart Barnes
International Journal of Parallel Programming, 2014, 42 : 1032 - 1047
[26] MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms
Wang, Yuke
Feng, Boyuan
Wang, Zheng
Geng, Tong
Barker, Kevin
Li, Ang
Ding, Yufei
PROCEEDINGS OF THE 17TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, OSDI 2023, 2023, : 779 - 795

← 1 2 3 →