We present a detailed approach for making use of two new computer hardware architectures -- CBEA andCUDA -- for accelerating a scientific data-analysis application (Einstein@Home). Our results suggest that both thearchitectures suit the application quite well and the achievable performance in the same software developmentaltime-frame, is nearly identical.
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