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High-performance signal processing on emerging many-core architectures using cuda

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2 Author(s)
Ujaldon, M. ; Comput. Archit. Dept., Univ. of Malaga, Malaga, Spain ; Catalyurek, U.V.

This paper provides a short introduction to CUDA programming paradigm and recent standardization efforts. We also present a new 2D fast wavelet transform implementation on GPUs using CUDA. Our novel implementation achieves almost two orders of magnitude improvements versus a typical quad-core CPU, and demonstrates that emerging many-core architectures are ideal platforms for achieving high-performance signal processing.

Published in:

Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on

Date of Conference:

June 28 2009-July 3 2009

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