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The recent adoption of OpenCL programming model by FPGA vendors has realized the function portability of OpenCL workloads on FPGA. However, the poor performance portability prevents its wide adoption. To harness the power of FPGAs using OpenCL programming model, it is advantageous to design an analytical performance model to estimate the performance of OpenCL workloads on FPGAs and provide insights...
MapReduce, originally developed by Google for search applications, has recently become a popular programming framework for parallel and distributed environments. This paper presents an energy-efficient architecture design for MapReduce on Field Programmable Gate Arrays (FPGAs). The major goal is to enable users to program FPGAs with simple MapReduce interfaces, and meanwhile to embrace automatic performance...
The active fault-tolerant control (FTC) with multiple performance constraints is investigated for a class of discrete-time systems subject to sensor faults. A satisfactory FTC strategy by way of the online moving horizon control mode is proposed to guarantee the closed-loop stability of the faulty system. The corresponding soft-constraint based FTC controller design method is developed from the predictive...
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