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Configurable FPGA architecture for hardware-software merge sorting

机译:用于硬件软件合并排序的可配置FPGA架构

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Sorting represents one of the most important operations in data center applications. In this paper, we propose a hardware-software FPGA accelerated based solution for very large data set merge sorting. The accelerator is using a FIFO based approach for sorting. The main contributions of the proposed solution are: (i) configurable FIFO buffers in order to address the variable size of the pre-sorted arrays in the merge sorting algorithm, and (ii) FIFO buffer size tailored for reduced memory usage of the software component. The proposed solution has been implemented on Xilinx Zynq platform. We present FPGA synthesis results for different configurations of FIFO depths and number of FIFO based sorters.
机译:排序表示数据中心应用程序中最重要的操作之一。在本文中,我们提出了一种基于硬件 - 软件FPGA加速解决方案,用于非常大的数据集合并分类。加速器正在使用基于FIFO的方法进行分类。所提出的解决方案的主要贡献是:(i)可配置的FIFO缓冲区,以解决合并排序算法中预先排序阵列的变量大小,(ii)针对软件组件的存储器使用减少的FIFO缓冲区大小。所提出的解决方案已在Xilinx Zynq平台上实施。我们为FIFO深度的不同配置和基于FIFO的分拣机的数量提供FPGA综合结果。

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