from fabrication-induced process variation (PV). Addressing these challenges in embedded FPGA designs is possible, as FPGA reconfigurablility can be exploited to measure the exact timing degradation of an FPGA due to the joint effect of NBTI and PV at run time with low overhead. The gathered information can then be used to improve the run-time performance and reliability of FPGA designs without targeting the pessimistic worst case. In this paper, we present joint NBTI/PV-aware placement techniques for FPGAs, including NBTI/PV-aware timing analysis, region-based delay estimation, and a new move-acceptance procedure. To evaluate the proposed techniques, we combine PV measurements from 15 Xilinx Virtex-II Pro FPGAs with a model of NBTI. The proposed techniques reduce the effect of NBTI/PV by more than 60% for over 60% of the 15 FPGA chips used in the experiments, with a typical run-time overhead of 1.4-1.8X. The standalone move-acceptance procedure also produces good results with negligible run-time overhead, making it suitable for online FPGA compilation and optimization flows.
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