DocumentCode :
721174
Title :
Parallel implementation of Doolittle Algorithm using OpenMP for multicore machines
Author :
Mustafa, B. ; Shahana, Rafiya ; Ahmed, Waseem
Author_Institution :
Dept. of CSE, BIT, Mangalore, India
fYear :
2015
fDate :
12-13 June 2015
Firstpage :
575
Lastpage :
578
Abstract :
With the increasing proliferation of multicore processors, parallelization of applications has become a priority task. In order to take advantage of the multi-core architecture of modern processors, the legacy serial code must be analyzed to discover the regions where the parallelization effort can be more rewarding. This paper presents a parallel implementation of Doolittle Algorithm using OpenMP allowing the users to utilize the multiple cores present in the modern CPUs. The Serial Doolittle Algorithm is analyzed for computing the solution of dense system of linear equations, and is parallelized in C using the OpenMP library which makes it highly efficient, cross-platform compatible and scalable. The performance (speedup) of the Parallel Algorithm on multi-core system has been presented. The experimental results on a multi-core processor show that the proposed Parallel Doolittle Algorithm achieves good performance (speedup)compared to the sequential algorithm.
Keywords :
C language; message passing; multiprocessing systems; parallel algorithms; parallel architectures; software libraries; C language; CPU; OpenMP library; legacy serial code; linear equations; modern processors; multicore architecture; multicore machines; multicore processors; multicore system; parallel Doolittle algorithm; parallel implementation; parallelization; serial Doolittle algorithm; Algorithm design and analysis; Mathematical model; Matrix decomposition; Multicore processing; Parallel algorithms; Program processors; Doolittle Decomposition; Multi-core system; Open Multi-Processing (OpenMP);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advance Computing Conference (IACC), 2015 IEEE International
Conference_Location :
Banglore
Print_ISBN :
978-1-4799-8046-8
Type :
conf
DOI :
10.1109/IADCC.2015.7154772
Filename :
7154772
Link To Document :
بازگشت