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Domain Specific mapping of Solving Graph Problems on Reconfigurable Devices

机译:域特定映射可重构设备上的图形问题

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Conventional mapping approaches to reconfigurable Computing utilize CAD tools to perform the technology mapping of a hihg-level design. In ocmparison with the execution time on the hardware, extensive amount of time is spent for compilation by the CAD tools. However, the long compilation time is not always considered when evaluating the time performance of RC solutions. In this paper, we propose a domain specific mapping approach for solving graph problems. The key idea is to alleviate the intervention of the CAD tools at mapping time. High-level designs are synthesized with respect to the specific domain and are adapted ot the input grah instance at run-time. The domain is defined by the algorithm and the reconfigurable target. The proposed approach leads to predictable RC solutions with superior time performance. The time perofrmance metric includes both the mapping time an the execution time. For example, in the case of the single-source shortest path problem, the estimated run-time speed-up is 10 sup 6 compared with the state-of-the-art. in comparison with software implementations. The estimated run-time speed-up is asymptotically 3.75 and can be improved by further optimization of the hardware design or improvement of the configuration time.
机译:可重新配置计算的传统映射方法利用CAD工具来执行HiHG级设计的技术映射。在具有硬件上的执行时间的OcmParison中,广泛的时间是由CAD工具编译的。但是,在评估RC解决方案的时间性能时,并不总是考虑长编辑时间。在本文中,我们提出了一种用于解决图形问题的域特定映射方法。关键的想法是减轻CAD工具在映射时间的干预。相对于特定域合成高级设计,并在运行时调整输入GRAH实例。该域由算法和可重新配置目标定义。所提出的方法导致可预测的RC解决方案,具有卓越的时间性能。熟练度量标准的时间包括映射时间的执行时间。例如,在单源最短路径问题的情况下,与现有技术相比,估计的运行时加速为10个SUP 6。与软件实现相比。估计的运行时间加速是渐近的3.75,可以通过进一步优化硬件设计或改进配置时间来改善。

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