Title :
A Parallel FFT Scheme Based on Multi-Machines Environment
Author :
Chen, Bo ; Zeng, Chunqiang ; Jiang, Yingxian
Author_Institution :
Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
As a basic operation of signal processing, discrete Fourier transform (DFT) has a strict demand with executing speed. However, the current widely used fast Fourier transform (FFT) which can greatly accelerate DFT can´t still adapt to the required speed when the data amount is tremendous. There is an awareness of that parallel schemes can be an efficient way to accelerate the FFT computing. In this paper, a parallel FFT course and its scheduling scheme in multi-machines environmentwere introduced. How to do further optimization on this scheme for the optimal accelerating rate was discussed, and some basic principles were pointed out.
Keywords :
fast Fourier transforms; parallel processing; signal processing; discrete Fourier transform; fast Fourier transform; multi-machines environment; signal processing; Acceleration; Computer vision; Concurrent computing; Discrete Fourier transforms; Fast Fourier transforms; Frequency conversion; Parallel processing; Processor scheduling; Signal processing algorithms; Time domain analysis; Discrete Fourier Transform; Fast Fourier Transform; distributed; grid; multi-machines environment; parallel;
Conference_Titel :
Grid and Pervasive Computing Workshops, 2008. GPC Workshops '08. The 3rd International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-0-7695-3177-9
DOI :
10.1109/GPC.WORKSHOPS.2008.15