An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

As field-programmable gate arrays (FPGAs) become prevalent in critical application domains, their power consumption is of high concern. In this paper, we present and evaluate a power monitoring scheme capable of accurately estimating the runtime dynamic power of FPGAs in a fine-grained timescale, in order to support emerging power management techniques. In particular, we describe a novel and speci...