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Self-Adapting Software for Numerical Linear Algebra Library Routines on Clusters

机译:集群上数值线性代数库例程的自适应软件

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This article describes the context, design, and recent development of the LAPACK for Clusters (LFC) project. It has been developed in the framework of Self-Adapting Numerical Software (SANS) since we believe such an approach can deliver the convenience and ease of use of existing sequential environments bundled with the power and versatility of highly-tuned parallel codes that execute on clusters. Accomplishing this task is far from trivial as we argue in the paper by presenting pertinent case studies and possible usage scenarios.
机译:本文介绍了LAPACK for Clusters(LFC)项目的上下文,设计和最新开发。它是在自适应数值软件(SANS)框架中开发的,因为我们认为这种方法可以为现有顺序环境提供便利和易用性,并结合在集群上执行的高度优化的并行代码的功能和多功能性。正如我们在本文中所论证的那样,通过提供相关的案例研究和可能的使用场景,完成这项任务绝非易事。

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