Parallel Processing and Applied Mathematics: 15th International Conference, Ppam 2024, Ostrava, Czech Republic, September 8-11, 2024, Revised Selected
暫譯: 平行處理與應用數學:第十五屆國際會議 Ppam 2024,捷克共和國奧斯特拉瓦,2024年9月8日至11日,修訂選集
Wyrzykowski, Roman, Dongarra, Jack, Deelman, Ewa
- 出版商: Springer
- 出版日期: 2025-04-01
- 售價: $3,310
- 貴賓價: 9.5 折 $3,145
- 語言: 英文
- 頁數: 378
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031856961
- ISBN-13: 9783031856969
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相關分類:
數學、Machine Learning、雲端運算
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商品描述
This book constitutes the refereed proceedings of the 15th International Conference on Parallel Processing and Applied Mathematics, PPAM 2024, held in Ostrava, Czech Republic, during September 8-11, 2024.
The 75 full papers included in this book were carefully reviewed and selected from 134 submissions. . The papers are organized in the following topical sections:
Part I: Numerical Algorithms and Parallel Scientific Computing; Architectural Aspects of HPC; Parallel Non-numerical Algorithms; GPU Computing; Performance Analysis and Prediction in HPC
Systems; Environments and Frameworks for Parallel/Cloud/Edge Computing; and Applications of Parallel and Distributed Computing.
Part II: First PPAM Workshop on RISC-V (RISC-V PPAM 2024); Special Session on Scheduling for Parallel Computing; 10th Workshop on Language-Based Parallel Programming (WLPP 2024); 7th Workshop on Models Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2024); and Second Workshop on Quantum Computing and Communication.
Part III: First Workshop on Advancements of Global Challenges Application; Second Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing; 5th Workshop on Applied High Performance Numerical Algorithms for PDEs; Special Session on Parallel EVD/SVD and its Application in Matrix Computations; 6th Minisymposium on HPC Applications in Physical Sciences; and 8th Workshop on Complex Collective Systems.
商品描述(中文翻譯)
本書為第十五屆國際平行處理與應用數學會議(PPAM 2024)的經過審稿的會議論文集,會議於2024年9月8日至11日在捷克共和國的奧斯特拉瓦舉行。
本書收錄的75篇完整論文是從134篇投稿中精心審核和選出的。這些論文按照以下主題部分進行組織:
第一部分:數值演算法與平行科學計算;高效能計算(HPC)的架構面向;平行非數值演算法;GPU計算;HPC系統中的性能分析與預測;平行/雲端/邊緣計算的環境與框架;以及平行與分散式計算的應用。
第二部分:第一屆PPAM RISC-V工作坊(RISC-V PPAM 2024);平行計算排程的特別會議;第十屆基於語言的平行編程工作坊(WLPP 2024);第七屆新高效能計算系統中混合平行性模型、演算法與方法論工作坊(MAMHYP 2024);以及第二屆量子計算與通信工作坊。
第三部分:全球挑戰應用進展的第一屆工作坊;高效能計算中機器學習與人工智慧應用的第二屆工作坊;針對偏微分方程的應用高效能數值演算法的第五屆工作坊;平行特徵值分解/奇異值分解及其在矩陣計算中的應用的特別會議;第六屆物理科學中HPC應用的迷你研討會;以及第八屆複雜集體系統工作坊。