DocumentCode
339836
Title
Mapping regular algorithms onto multilayered 3-D reconfigurable processor array
Author
Plaks, T.P.
Author_Institution
Dept. of Comput. Sci., Reading Univ., UK
Volume
Track3
fYear
1999
fDate
5-8 Jan. 1999
Abstract
Extends the systolic array approach and presents a 3D reconfigurable array processor with a method for mapping algorithms onto this processor. The 3D multilayered array consists of 3D layers, which are connected with each other only by edges. New methods for reducing the latency time and increasing the throughput rate in comparison to classical systolic arrays are introduced. The classical space-time mapping of a problem onto systolic arrays is extended by the following techniques: (1) the dimensionality of a problem is increased by partitioning the range of indices, (2) the piecewise regular pipe-structures are used for spreading shared data and for gathering the partial results of a reduction operator. The paper illustrates this method using 3D convolution of two sequences of sizes n and N. A multilayered 3D array with area complexity O(sn) (O/spl les/s\n\n\t\t
Keywords
computational complexity; convolution; parallel algorithms; reconfigurable architectures; sequences; systolic arrays; area complexity; edge-connected 3D layers; index range partitioning; latency time; multilayered 3D reconfigurable processor array; partial results gathering; piecewise regular pipe-structures; problem dimensionality; reduction operator; regular algorithm mapping; sequence 3D convolution; shared data spreading; space-time mapping; systolic arrays; throughput rate; time complexity; Application software; Computer science; Concurrent computing; Convolution; Delay; Multimedia systems; Process design; Scalability; Systolic arrays; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Sciences, 1999. HICSS-32. Proceedings of the 32nd Annual Hawaii International Conference on
Conference_Location
Maui, HI, USA
Print_ISBN
0-7695-0001-3
Type
conf
DOI
10.1109/HICSS.1999.772880
Filename
772880
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