DocumentCode :
2135505
Title :
Integer and floating point matrix-vector multiplication on the reconfigurable mesh
Author :
Trahan, Jerry L. ; Lu, Chun-ming ; Vaidyanathan, Ramachandran
Author_Institution :
Dept. of Electr. & Comput. Eng., Louisiana State Univ., Baton Rouge, LA, USA
fYear :
1996
fDate :
15-19 Apr 1996
Firstpage :
702
Lastpage :
706
Abstract :
This paper presents the following results for matrix-vector multiplication on the reconfigurable mesh (R-Mesh). Multiplication of an N×N matrix and an N×1 vector (each element of which is an integer of w bits) can be performed in O(logw) time on a two-dimensional O(Nw/(logw)log2N)×O(Nw/(logw)log2N) R-Mesh or a three-dimensional N×N×(w/(logw)log2N) R-Mesh; in both cases inputs and outputs are stored as w-bit integers. A natural extension of this problem is for floating point inputs. Floating point numbers have not been handled before on any reconfigurable bus-based model. Matrix-vector multiplication with floating point inputs can be performed in O(max{loglogN,logw}) time on an N×N×max {√[N/(loglogN)],w/(logw)log2N} three-dimensional R-Mesh, with the inputs and outputs stored as w-bit floating point numbers
Keywords :
computational complexity; floating point arithmetic; mathematics computing; matrix multiplication; multiprocessor interconnection networks; parallel algorithms; parallel architectures; reconfigurable architectures; system buses; vectors; 2D mesh; 3D mesh; R-Mesh; computation time; floating point numbers; integer; matrix-vector multiplication; multiprocessor interconnection networks; reconfigurable bus-based model; reconfigurable mesh; three-dimensional mesh; two-dimensional mesh; Bibliographies; Contracts; Costs; Dynamic range; Matrix decomposition; Process control; Switches; Table lookup; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Processing Symposium, 1996., Proceedings of IPPS '96, The 10th International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-8186-7255-2
Type :
conf
DOI :
10.1109/IPPS.1996.508135
Filename :
508135
Link To Document :
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