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Analyzing the thermal hotspots in FPGA-based embedded systems

机译:分析基于FPGA的嵌入式系统中的热点

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The rapid push towards the minimization of the feature sizes of the process technology nodes in the nano-CMOS era has significantly increased the power densities and made State-of-the-Art FPGAs vulnerable to diverse problems induced by excessive temperatures. As a result, there is a prominent need to accurately study the FPGA thermal characteristics. Our experimental setup employs a thermal camera that captures the infrared emissions from the silicon wafer of an FPGA die allowing us to evaluate the accuracy of the methods conventionally used for thermal analysis, such as thermal simulations. Based on our observation that the memory interface is the thermal hotspot of an FPGA-based embedded system, we demonstrate that the cache plays a dominant thermal role by reducing memory accesses; we carefully examine the influence of various cache parameters on the FPGA temperature and propose a model linking these quantities, with an average maximum error of only 0.64°C.
机译:在纳米CMOS时代,朝着使工艺技术节点的特征尺寸最小化的快速推动已显着提高了功率密度,并使最先进的FPGA易受温度过高引起的各种问题的影响。结果,迫切需要精确地研究FPGA的热特性。我们的实验装置采用了一个热像仪,该热像仪捕获了FPGA管芯的硅晶片的红外辐射,从而使我们能够评估传统上用于热分析的方法(例如热仿真)的准确性。基于我们的观察,即存储器接口是基于FPGA的嵌入式系统的热点,我们证明了高速缓存通过减少存储器访问而起着主要的热作用。我们仔细检查了各种高速缓存参数对FPGA温度的影响,并提出了一个链接这些数量的模型,平均最大误差仅为0.64°C。

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