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A New Parallel Matrix Multiplication Algorithm on Hex-Cell Network (PMMHC) Using IMAN1 Supercomputer


Affiliations
1 Department of Computer Science, King Abdullah II School for Information Technology, The University of Jordan, Jordan
2 Al-Balqa Applied University, Jordan
 

A widespread attention has been paid in parallelizing algorithms for computationally intensive applications. In this paper, we propose a new parallel Matrix multiplication on the Hex-cell interconnection network. The proposed algorithm has been evaluated and compared with sequential algorithm in terms of speedup, and efficiency using IMAN1, where a set of simulation runs, carried out on different input data distributions with different sizes. Thus, simulation results supported the theoretical analysis and meet the expectations in which they show good performance in terms of speedup and efficiency.

Keywords

Parallel Processing, Matrix Multiplication, Interconnection Network, Hex-Cell.
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  • A New Parallel Matrix Multiplication Algorithm on Hex-Cell Network (PMMHC) Using IMAN1 Supercomputer

Abstract Views: 255  |  PDF Views: 126

Authors

Enas Rawashdeh
Department of Computer Science, King Abdullah II School for Information Technology, The University of Jordan, Jordan
Mohammad Qatawneh
Department of Computer Science, King Abdullah II School for Information Technology, The University of Jordan, Jordan
Hussein A. Al Ofeishat
Al-Balqa Applied University, Jordan

Abstract


A widespread attention has been paid in parallelizing algorithms for computationally intensive applications. In this paper, we propose a new parallel Matrix multiplication on the Hex-cell interconnection network. The proposed algorithm has been evaluated and compared with sequential algorithm in terms of speedup, and efficiency using IMAN1, where a set of simulation runs, carried out on different input data distributions with different sizes. Thus, simulation results supported the theoretical analysis and meet the expectations in which they show good performance in terms of speedup and efficiency.

Keywords


Parallel Processing, Matrix Multiplication, Interconnection Network, Hex-Cell.

References