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Performance-Power Design Space Exploration in a Hybrid Computing Platform Suitable for Mobile Applications

机译:适用于移动应用的混合计算平台中的性能功耗设计空间探索

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Mobile platforms have started to employ FPGA based hardware accelerators to address the ever-increasing demand for computing performance. For many applications, the use of an operating system on the hardware platform proves beneficial for reasons of better resource management and more robust security. This paper evaluates the performance-power implications in a signal processing algorithm with respect to the introduction of Linux OS on two different architectures (a CPU-based and an FPGA-based hybrid architecture). The results reveal that there is a 22 times improvement in energy budget between the CPU-based implementation and the FPGA-based hybrid implementation, with a negligible performance degradation due to the introduction of Linux OS.
机译:移动平台已开始采用基于FPGA的硬件加速器来满足对计算性能不断增长的需求。对于许多应用程序,由于更好的资源管理和更强大的安全性,在硬件平台上使用操作系统被证明是有益的。本文针对在两种不同架构(基于CPU和基于FPGA的混合架构)上引入Linux OS评估了信号处理算法中的性能-功耗含义。结果表明,基于CPU的实现与基于FPGA的混合实现之间的能源预算提高了22倍,而由于引入了Linux OS,性能下降可忽略不计。

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