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

R. Jayaraman, Handi Kartadihardja, D. Maskell
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Abstract

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.
适合移动应用的混合计算平台的性能-功率设计空间探索
移动平台已经开始采用基于FPGA的硬件加速器来满足不断增长的计算性能需求。对于许多应用程序,在硬件平台上使用操作系统被证明是有益的,因为它可以更好地管理资源和提供更健壮的安全性。本文评估了在两种不同的体系结构(基于cpu和基于fpga的混合体系结构)上引入Linux操作系统对信号处理算法的性能-功率影响。结果显示,基于cpu的实现和基于fpga的混合实现之间的能量预算提高了22倍,由于引入Linux操作系统而导致的性能下降可以忽略不计。
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