DocumentCode
3138709
Title
Mesh-connected array processors with bypass capability for signal/image processing
Author
Kim, Dongseung ; Hwang, Kai
Author_Institution
Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
Volume
1
fYear
1988
fDate
0-0 1988
Firstpage
203
Lastpage
210
Abstract
An SIMD array processor augmented with bypass connections, called mesh with bypass connections (MBC), is presented. This architecture reduces the diameter of the n*n array from O(n) to O(1). MBC significantly improves the performance of the array processor, especially in global operations; finding a minimum/maximum, average and sum take O(log/sub 2/n) time, which require O(n) with ordinary mesh connections, O(n/sup 1/3/) in mesh with multiple broadcast. Matrix multiplication can be done in O(n) time. Image processing operations such as histogramming, median row finding, convolution and image projection can be efficiently mapped onto the architecture. MBC using circuit switching instead of store-and-forward outperforms the mesh, mesh with broadcast and mesh with multiple broadcast. Hardware augmentations for bypass on the ordinary mesh do not hurt the homogeneity of the processor; thus MBC can be implemented with VLSI technology to get a massive parallelism.<>
Keywords
computational complexity; computerised signal processing; parallel algorithms; parallel architectures; SIMD array processor; VLSI technology; computational complexity; image processing; massive parallelism; mesh with bypass connections; mesh-connected array processors; parallel architectures; performance; signal processing; Broadcasting; Computer architecture; Concurrent computing; Convolution; Hardware; Image processing; Parallel processing; Routing; Signal processing; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
System Sciences, 1988. Vol.I. Architecture Track, Proceedings of the Twenty-First Annual Hawaii International Conference on
Conference_Location
Kailua-Kona, HI, USA
Print_ISBN
0-8186-0841-2
Type
conf
DOI
10.1109/HICSS.1988.11767
Filename
11767
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