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Reseach Article

A Comparative Study on the Implementation of Matrix Addition in Sequential and Parallel Computing Paradigms

by M. V. Rajesh, Ch. Venkata Ramana, B. Preethi Devi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 157 - Number 4
Year of Publication: 2017
Authors: M. V. Rajesh, Ch. Venkata Ramana, B. Preethi Devi
10.5120/ijca2017912668

M. V. Rajesh, Ch. Venkata Ramana, B. Preethi Devi . A Comparative Study on the Implementation of Matrix Addition in Sequential and Parallel Computing Paradigms. International Journal of Computer Applications. 157, 4 ( Jan 2017), 32-36. DOI=10.5120/ijca2017912668

@article{ 10.5120/ijca2017912668,
author = { M. V. Rajesh, Ch. Venkata Ramana, B. Preethi Devi },
title = { A Comparative Study on the Implementation of Matrix Addition in Sequential and Parallel Computing Paradigms },
journal = { International Journal of Computer Applications },
issue_date = { Jan 2017 },
volume = { 157 },
number = { 4 },
month = { Jan },
year = { 2017 },
issn = { 0975-8887 },
pages = { 32-36 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume157/number4/26821-2017912668/ },
doi = { 10.5120/ijca2017912668 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:03:03.207513+05:30
%A M. V. Rajesh
%A Ch. Venkata Ramana
%A B. Preethi Devi
%T A Comparative Study on the Implementation of Matrix Addition in Sequential and Parallel Computing Paradigms
%J International Journal of Computer Applications
%@ 0975-8887
%V 157
%N 4
%P 32-36
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Operations on matrices are very basic and common in many fields of computer science and information technology, like Image Processing, Graph Algorithms, etc. This paper presents a comparative analysis of the implementation of additions of two matrices with large dimensions both in sequential and parallel computing paradigms. It provides a case study on the implementation of addition of two matrices with large dimensions in C language, Java Language and CUDA C Language implementations.

References
  1. https://en.wikipedia.org/wiki/Matrix_addition.
  2. https://www.reference.com.
  3. https://en.wikipedia.org/wiki/C_(programming_language).
  4. https://en.wikipedia.org/wiki/Java_(programming_language).
  5. https://docs.nvidia.com/cuda/cuda-c-programming-guide/.
  6. https://en.wikipedia.org/wiki/CUDA.
Index Terms

Computer Science
Information Sciences

Keywords

C Implementation CUDA C Implementation GPGPU Computing Java Implementation Matrix Addition Parallel Implementation Sequential Implementation.