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

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

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

@article{10.5120/ijca2017912668,
	author = {M. V. Rajesh and Ch. Venkata Ramana and 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 = {January 2017},
	volume = {157},
	number = {4},
	month = {Jan},
	year = {2017},
	issn = {0975-8887},
	pages = {32-36},
	numpages = {5},
	url = {http://www.ijcaonline.org/archives/volume157/number4/26821-2017912668},
	doi = {10.5120/ijca2017912668},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, 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.

Keywords

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