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Advances in computing, and their impact on scientific computing

机译:计算进展,以及它们对科学计算的影响

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This paper begins by discussing the developments and trends in computer hardware, starting with the basic components (microprocessors, memory, disks, system interconnect, networking and visualization) before looking at complete systems (death of vector supercomputing, slow demise of large shared-memory systems, rapid growth in very large clusters of PCs). It then considers the software side, the relative maturity of shared-memory (OpenMP) and distributed-memory (MPI) programming environments, and new developments in 'grid computing'. Finally, it touches on the increasing importance of software packages in scientific computing, and the increased importance and difficulty of introducing good software engineering practices into very large academic software development projects.
机译:本文首先讨论了计算机硬件的开发和趋势,从基本组件(微处理器,内存,磁盘,系统互连,网络和可视化)看完之前的基本组件(传染媒介超级计算的死亡,大型共享内存的缓慢消亡系统,在非常大的PC中快速增长)。然后,它考虑了软件侧,共享内存(OpenMP)和分布式内存(MPI)编程环境的相对成熟度,以及“网格计算”中的新开发。最后,它涉及软件包在科学计算中越来越重要,以及将良好的软件工程实践引入非常大的学术软件开发项目的重要性和难度增加。

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