Open Access10.15866/IREIT.V1I6.6427
Improving Matrix Multiplication Using Parallel Computing
Haitham A. Alasha'ary,Khaled Matrouk,Abdullah Alhasanat,Ziad A. Alqadi,Hasan Al-Shalabi +4 more
- 30 Nov 2013
- Vol. 1, Iss: 6, pp 346-349
27
TL;DR: In this paper, a method of matrix multiplication was chosen, and a performance analysis was evaluated, and it was seen that the chosen method was very powerful when dealing with matrices with large sizes and implementing the method using parallel computing based on openMP libraries.
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Abstract: Multiplication of large matrices requires a lot of computation time as its complexity is O(n3). Because most image processing applications require higher computational throughputs with minimum time, many sequential and parallel algorithms are developed. In this paper, a method of matrix multiplication was chosen, and analyzed. A performance analysis was evaluated, and it was seen that the chosen method was very powerful when dealing with matrices with large sizes and implementing the method using parallel computing based on openMP libraries
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