DocumentCode
2748227
Title
Sparse matrix block-cyclic redistribution
Author
Bandera, Gerardo ; Zapata, Emilio L.
Author_Institution
Dept. of Comput. Archit., Malaga Univ., Spain
fYear
1999
fDate
12-16 Apr 1999
Firstpage
355
Lastpage
359
Abstract
Run-time support for the CYCLIC(k) redistribution on the SPMD computation model is presently very relevant for the scientific community. This work is focused to the characterization of the sparse matrix redistribution and its associate problematic due to the use of compressed representations. Two main improvements about the buffering and the coordinates calculation modify the original algorithm. Our solutions contain a collecting, a communication and mixing stage with different influence in the execution time depending on the sparsity of the matrix and the number of processors. Experimental results have been carried out on a Cray T3E for real matrices and different redistribution parameters
Keywords
parallel processing; performance evaluation; sparse matrices; Cray T3E; SPMD computation model; buffering; coordinates calculation; real matrices; redistribution parameters; run-time support; sparse matrix block-cyclic redistribution; Computer architecture; Costs; Data structures; Electrical capacitance tomography; Ice; Microwave integrated circuits; Postal services; Runtime; Scheduling; Sparse matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel Processing, 1999. 13th International and 10th Symposium on Parallel and Distributed Processing, 1999. 1999 IPPS/SPDP. Proceedings
Conference_Location
San Juan
Print_ISBN
0-7695-0143-5
Type
conf
DOI
10.1109/IPPS.1999.760500
Filename
760500
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