优化运行时重构决策

Thilo Pionteck, Steffen Sammann, C. Albrecht
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引用次数: 4

摘要

部分可重构的硬件加速器允许在运行时将计算密集型任务从软件卸载到硬件。除了处理技术方面的问题外,及时找到适当的重新配置点对整个系统性能也非常重要。确定合适的重新配置点需要评估运行时重新配置期间的性能下降和重新配置后的预期性能收益。讨论了确定适当重构点的三种不同方法。延迟和加权转换用于减少重新配置的数量,同时保持系统性能在最大限度。通过运行时可重构网络协处理器的仿真模型进行了评估。结果表明,对于给定的应用场景,重新配置的次数可以减少约35%。通过优化运行时重新配置决策,整体系统性能甚至比纯基于阈值的重新配置决策方案更高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing Runtime Reconfiguration Decisions
Partially reconfigurable hardware accelerators enable the offloading of computative intensive tasks from software to hardware at runtime. Beside handling the technical aspects, finding a proper reconfiguration point in time is of great importance for the overall system performance. Determination of a suitable point of reconfiguration demands the evaluation of performance degradation during runtime reconfiguration and expected performance benefit after reconfiguration. Three different approaches to determine a proper point of reconfiguration are discussed. Delays and weighted transitions are used to reduce the number of reconfigurations while keeping system performance at a maximum. Evaluation is done with a simulation model of a runtime reconfigurable network coprocessor. Results show that the number of reconfigurations can be reduced by about 35% for a given application scenario. By optimizing runtime reconfiguration decisions, the overall system performance is even higher than compared to pure threshold based reconfiguration decision schemes.
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