Proposal and validation of an adaptable array for multi-core processors

Francisco Carlos Silva Junior, Ivan Saraiva Siva
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Abstract

Reconfigurable architectures have been successfully used as accelerators on single core processor or as stand-alone computer engine. However, on the multi-core era, it is necessary to modify the way as reconfigurable array is used. Traditionally, a set Reconfigurable and Functional Unit are used the same way they are used to single core. Unfortunately, it results on considerable area overhead. Adaptable architectures emerged from the development of reconfigurable architectures. Adaptable architectures are systems able to adapt to applications run on it. This paper proposes and validates an adaptable architecture. A minimal configuration is proposed to accelerate threads from a single core. Also, a configuration to accelerate threads from a multi-core is discussed. Using the minimal configuration the array is able to accelerate 39% the inner loop of a matrix multiplication. Synthetic applications were also used to observe how data dependencies affect the system performance.
多核处理器自适应阵列的设计与验证
可重构架构已经成功地用作单核处理器上的加速器或独立的计算机引擎。然而,在多核时代,由于采用了可重构阵列,需要对这种方式进行修改。传统上,一组可重构单元和功能单元的使用方式与单核相同。不幸的是,它会导致相当大的面积开销。适应性架构是从可重构架构的发展中产生的。适应性架构是指能够适应在其上运行的应用程序的系统。本文提出并验证了一个可适应的体系结构。提出了一种最小配置来加速单核线程。此外,还讨论了一种加速多核线程的配置。使用最小配置,该阵列能够加速39%的矩阵乘法内循环。还使用合成应用程序来观察数据依赖性如何影响系统性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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