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Performance of a pipelined ring algorithm for Fast Fourier Transform on transputer arrays

Purushotham, J and Basu, A and Kulkarni, D and Patnaik, LM (1994) Performance of a pipelined ring algorithm for Fast Fourier Transform on transputer arrays. In: Computers & Electrical Engineering, 20 (4). pp. 319-326.

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Official URL: http://dx.doi.org/10.1016/0045-7906(94)90045-0


In this paper a pipelined ring algorithm is presented for efficient computation of one and two dimensional Fast Fourier Transform (FFT) on a message passing multiprocessor. The algorithm has been implemented on a transputer based system and experiments reveal that the algorithm is very efficient. A model for analysing the performance of the algorithm is developed from its computation-communication characteristics. Expressions for execution time, speedup and efficiency are obtained and these expressions are validated with experimental results obtained on a four transputer system. The analytical model is then used to estimate the performance of the algorithm for different number of processors, and for different sizes of the input data.

Item Type: Journal Article
Publication: Computers & Electrical Engineering
Publisher: Elsevier science
Additional Information: Copyright of this article belongs to Elsevier science.
Keywords: Discrete Fourier Transform;efficiency;Fast Fourier Transform (FFT;message passing multiprocessor;OCCAM;pipelined ring algorithm;speedup;transputers
Department/Centre: Division of Mechanical Sciences > Mechanical Engineering
Date Deposited: 08 Apr 2011 08:56
Last Modified: 06 Nov 2018 07:57
URI: http://eprints.iisc.ac.in/id/eprint/36681

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