Visual animation of parallel algorithms for matrix computations.

机译：用于矩阵计算的并行算法的可视化动画。

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In this talk we show how graphical animation of the behavior of parallel algorithms can facilitate the design and performance enhancement of algorithms for matrix computations on parallel computer architectures. Using a portable instrumented communication library and a graphical animation package developed at Oak Ridge National Laboratory, we illustrate the effects of various strategies in parallel algorithm design, including interconnection topologies, global communication patterns, data mapping schemes, load balancing, and pipelining techniques for overlapping communication with computation. In this talk we focus on distributed-memory parallel architectures in which the processors communicate by passing messages. The linear algebra problems we consider include matrix factorization and the solution of triangular systems. 4 refs., 12 figs. (ERA citation 15:033842)

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Heath, M. T.;
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年度 1990
页码 1-15
总页数 15
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Parallel Processing; Algorithms; Array Processors; Communications; Computer Graphics; Design; Optimization; Performance; Meetings; Visual aids; EDB/990200; Linear algebra; Distributed computer systems;

机译：并行处理;算法;阵列处理器;通信;计算机图形学;设计;优化;性能;会议;视觉辅助; EDB / 990200;线性代数;分布式计算机系统;

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1. 一种应用于矩阵计算的并行算法──行固定法 [J] . 沈文枫, 郁松年, 徐炜民先进制造进展：英文版 . 2000,第0S1期
2. Physical Simulation for Animation and Visual Effects: Parallelization and Characterization for Chip Multiprocessors [J] . Christopher J. Hughes, Radek Grzeszczuk, Eftychios Sifakis, Computer architecture news . 2007,第2期

机译：动画和视觉效果的物理模拟：芯片多处理器的并行化和表征
3. EXTRACTION ALGORITHMS FOR DYNAMIC VISUAL EFFECT IN FLASH ANIMATION [J] . Lin Shi, Zhenguo Xu, Xiangzeng Meng Control and Intelligent Systems . 2018,第1期

机译：动画动画视觉效果提取算法
4. Techniques for visualizing data structures in algorithmic animations [J] . Margarita Esponda-Argueero Information visualization . 2010,第1期

机译：可视化算法动画中数据结构的技术
5. Visual Animation of Parallel Algorithms for Matrix Computations [C] . Heath, M.T. . 2001

机译：用于矩阵计算的并行算法的可视化动画
6. The Real Two Zero algorithm: A parallel algorithm to reduce an arbitrary matrix to a real Schur form, and, Jacobi-sets for parallel computations. [D] . Mantharam, Mythili. 1993

机译：实二零算法：一种并行算法，用于将任意矩阵简化为真实的Schur形式；还有Jacobi集，用于并行计算。
7. Enhancing the usability and performance of structured association mapping algorithms using automation parallelization and visualization in the GenAMap software system [O] . Ross E Curtis, Anuj Goyal, Eric P Xing 2012

机译：使用GenAMap软件系统中的自动化并行化和可视化功能来增强结构化关联映射算法的可用性和性能
8. Book review 'Polynomial and matrix computations. volume 1:Fundamental algorithms : Dario Bini and Victor Pan' [O] . Bultheel, Adhemar 1994

机译：书评“多项式和矩阵计算。第1卷：基本算法：Dario Bini和Victor Pan'

Visual animation of parallel algorithms for matrix computations.

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