学際大規模情報基盤共同利用・共同研究拠点

採択課題 【詳細】

jh250041 Study on the real effect of non-blocking collective communications
課題代表者 南里豪志(九州大学情報基盤研究開発センター)
Takeshi Nanri (Research Institute for Information Technology, Kyushu University)
概要 In this project, we investigate the usage and the real effect of NBCs in JHPCN resources. In addition to examining existing benchmark programs, we are applying NBCs on several scientific and technical computing algorithms and verifying whether communication hiding improves their performance. The significance of this research is to provide programmers with correct knowledge about the usage and performance characteristics of NBCs and the effect of communication hiding in real applications. This will enable programmers to make correct decisions to actively use NBCs when the effect of communication hiding is expected.
関連Webページ
報告書等 研究紹介ポスター / 最終報告書
業績一覧 (1) 学術論文 (査読あり)
[] Kengo Nakajima, 2025, Optimization of communication-computation overlapping in parallel multigrid methods by process/thread allocation, Japan Journal of Industrial and Applied Mathematics, 42 (3), 1029-1062
(2) 国際会議プロシーディングス (査読あり)
[] Nakajima, K., Furumura, T., Boillod-Cerneux, F., Di Napoli, E., Suarez, E., Arakawa, T., Sumimoto, S., Yashiro, H., Innovative Computational Science by Integration of Simulation/Data/Learning on Heterogeneous Supercomputers, June 10-13, ISC-HPC 2025 Project Poster, June
(3) 国際会議発表(査読なし)
[] Nakajima, K., JHPCN-Japan, HPC Alliance Workshop, Hamburg, Germany, June 13, 2025
[] Nakajima, K., Effects of Process/Thread Allocation for Optimization of Communication-Computation Overlapping in Parallel Multigrid Methods, 22nd Copper Mountain Multigrid Conference, Copper Mountain, CO, USA, April 15, 2025
[] Nakajima, K., Road to "AI for Science": Exploring Software Sustainability through "Couplers", MS12: Simulation of Earthquake Hazards and Disasters with HPC, 4th International Conference on Computational Engineering and Science for Safety and Environmental Problems (COMPSAFE2025), Kobe, Japan, July 1-4, 2025
(4) 国内会議発表(査読なし)
[] 中島研吾,深谷猛,南里豪志,大規模並列環境におけるパイプライン型共役勾配法,情報処理学会研究報告(2025-HPC-200-02), 2025年8月4日~5日
[] 住元真司,胡曜,山崎一哉,中島研吾,WaitIO-Router:異種ネットワーク間高速通信を実現する通信ライブラリの試作(2025-HPC-200-29), 2025年8月4日~5日
[] 有迫廉真,南里豪志,GPUカーネル内発行通信による通信オーバヘッド削減効果の検証,情報処理学会研究報告(2025-HPC-200-30), 2025年8月4日~5日
[] 中島研吾,深谷猛,南里豪志,混合精度パイプライン型共役勾配法,情報処理学会研究報告(2025-HPC-199-02), 2025年5月12日
(5) 公開したライブラリなど
[] 中島研吾,三木洋平,山崎一哉,下川辺隆史,富岳NEXTにおける アプリケーションとプログラミング,RIMS共同研究:数値解析が拓く次世代情報社会~データ駆動型から「富岳NEXT」~,京都大学益川ホール,2025年10月8日~10日【招待講演】
(6) その他(特許,プレスリリース,著書等)
[] Nakajima, K., Road to "AI for Science": Exploring Software Sustainability through "Couplers", SIAM Spotlight on Supercomputing, May 21, 2025 (online) 【Invited Talk】
[] Nakajima, K., Road to "AI for Science": Exploring Software Sustainability through "Couplers", Algorithms for Multiphysics Models in The Post-Moore's Law Era, Los Alamos, NM, USA, June 5, 2025【Invited Talk】
[] Nakajima, K., Road to "AI for Science": Exploring Software Sustainability through "Couplers", 1st International Workshop on Distributed and Parallel Programming for Extreme-scale AI (DP2E-AI 2025), Paris, France, June 16-17, 2025【Invited Talk】
[] 中島研吾,「IBM川崎・Miyabi」によるQC-HPCハイブリッド連携,量子イノベーションイニシアティブ協議会(QII),2025年6月18日(オンライン)【招待講演】
[] Nakajima, K., Road to "AI for Science": Exploring Software Sustainability through "Couplers", MS16: 29th International Conference on Domain Decomposition Methods (DD29), Milan, Italy, June 23-27, 2025【Invited Talk】
[] Nakajima, K., QC-HPC Hybrid Computing using the Supercomputer Systems at the University of Tokyo, Materials Science Working Group In-Person Workshop 2025, Kobe, Japan, August 18-20, 2025【Invited Talk】
[] Nakajima, K., Innovative Supercomputing by Integrations of Simulations/Data/Learning on Large-Scale Heterogeneous Systems, 8th Edition of INFIERI Summer School, Pisa, Italy, September 1-13, 2025【Invited Talk】
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