{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T01:35:31Z","timestamp":1777685731935,"version":"3.51.4"},"reference-count":14,"publisher":"SAGE Publications","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["HIS"],"published-print":{"date-parts":[[2024,4,1]]},"abstract":"<jats:p>The prime goal of parallel computing is the simultaneous parallel execution of several program instructions. Consequently, to accomplish this, the program should be divided into independent sets so that each processor can execute its program part concurrently with the other processors. This study compares OMP and MATLAB, two important parallel computing simulation tools, through the use of a dense matrix multiplication technique. The results showed that OMP outperformed the MATLAB parallel environment by over 8 times in sequential execution and 6 times in parallel execution. From this proposed method, it was also observed that OMP with an even slower processor performs much better than MATLAB with a higher processor. Thus, the present analysis indicates that OMP is a superior environment for parallel computing and should be preferred over parallel MATLAB.<\/jats:p>","DOI":"10.3233\/his-240001","type":"journal-article","created":{"date-parts":[[2024,3,29]],"date-time":"2024-03-29T12:39:14Z","timestamp":1711715954000},"page":"57-66","source":"Crossref","is-referenced-by-count":0,"title":["A comparative assessment of OMP and MATLAB for parallel computation"],"prefix":"10.1177","volume":"20","author":[{"given":"Yajnaseni","family":"Dash","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ajith","family":"Abraham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"4","key":"10.3233\/HIS-240001_ref7","first-page":"56","article-title":"Comparison of OpenMP and OpenCL Parallel processing Technologies","volume":"3","author":"Thouti","year":"2012","journal-title":"UACSA"},{"key":"10.3233\/HIS-240001_ref11","unstructured":"Y. Dash, S. Kumar and V.K. Patle, \u201cA Survey on Serial and Parallel Optimization Techniques Applicable for Matrix Multiplication Algorithm\u201d, American Journal of Computer Science and Engineering Survey (AJCSES) 3(1), Feb 2015."},{"issue":"6","key":"10.3233\/HIS-240001_ref12","doi-asserted-by":"crossref","first-page":"35","DOI":"10.5815\/ijmecs.2016.06.05","article-title":"\u201cEvaluation of Performance on OpenMP Parallel Platform Based on Problem Size,\u201d","volume":"8","author":"Dash","year":"2016","journal-title":"International Journal of Modern Education and Computer Science (IJMECS)"},{"issue":"1","key":"10.3233\/HIS-240001_ref13","first-page":"3103","article-title":"Performance Analysis of Matrix Multiplication Algorithms Using MPI","volume":"3","author":"Ali","year":"2012","journal-title":"International Journal of Computer Science and Information Technologies (IJCSIT)"},{"key":"10.3233\/HIS-240001_ref14","unstructured":"R. Patel and S. Kumar, \u201cEffect of problem size on parallelism\u201d, Proc. of 2nd International Conference on Biomedical Engineering & Assistive Technologies at NIT Jalandhar, (2012), pp.\u00a0418\u2013420."},{"key":"10.3233\/HIS-240001_ref15","doi-asserted-by":"crossref","unstructured":"S.K. Sharma and K. Gupta, \u201cPerformance Analysis of Parallel Algorithms on Multi-core System using OpenMP Programming Approaches\u201d, International Journal of Computer Science, Engineering and Information Technology (IJCSEIT) 2(5) (2012).","DOI":"10.5121\/ijcseit.2012.2506"},{"issue":"10","key":"10.3233\/HIS-240001_ref16","doi-asserted-by":"crossref","first-page":"8237","DOI":"10.17148\/IJARCCE.2014.31036","article-title":"\u201cEfficiency of Parallel Algorithms on Multi-Core Systems Using OpenMP,\u201d","volume":"3","author":"Kathavate","year":"2014","journal-title":"International Journal of Advanced Research in Computer and Communication Engineering"},{"issue":"2","key":"10.3233\/HIS-240001_ref17","doi-asserted-by":"crossref","first-page":"58","DOI":"10.9790\/0661-162105862","article-title":"\u201cPerformance analysis of parallel algorithm over sequential using OpenMP,\u201d","volume":"16","author":"Kulkarni","journal-title":"IOSR Journal of Computer Engineering (IOSR-JCE)"},{"key":"10.3233\/HIS-240001_ref18","doi-asserted-by":"crossref","unstructured":"N. Demeure, T. Kisner, R. Keskitalo, R. Thomas, J. Borrill and W. Bhimji, High-level GPU code: a case study examining JAX and OpenMP. In Proceedings of the SC\u201923 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, (2023, November), (pp. 1105\u20131113).","DOI":"10.1145\/3624062.3624186"},{"key":"10.3233\/HIS-240001_ref19","doi-asserted-by":"crossref","unstructured":"A.V. Tabakov and A.A. Paznikov, \u201cAlgorithms for Optimization of Relaxed Concurrent Priority Queues in Multicore Systems,\u201d 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus), Saint Petersburg and Moscow, Russia, 2019, pp.\u00a0360\u2013365.","DOI":"10.1109\/EIConRus.2019.8657105"},{"key":"10.3233\/HIS-240001_ref21","doi-asserted-by":"crossref","unstructured":"Y. Dash, \u201cAn Insight into Parallel Computing Paradigm,\u201d 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019, pp.\u00a0804\u2013808.","DOI":"10.1109\/ICICICT46008.2019.8993136"},{"key":"10.3233\/HIS-240001_ref25","doi-asserted-by":"crossref","unstructured":"J. Gao, W. Ji, F. Chang, S. Han, B. Wei, Z. Liu and Y. Wang, A Systematic Survey of General Sparse Matrix-matrix Multiplication. ACM Comput. Surv. 55, 12, Article 244 (March 2023), 3.","DOI":"10.1145\/3571157"},{"key":"10.3233\/HIS-240001_ref26","unstructured":"A. Dadashzadeh, S. Ternsj\u00f6, S. Engblom and D. Lukarski, \u201cParallel assembly of sparse matrices using OpenMP,\u201d Department of Information Technology, Box 337, Uppsala Universitet, Sweden."},{"issue":"2","key":"10.3233\/HIS-240001_ref27","first-page":"199","article-title":"\u201cA Comparative Evaluation of Parallel Matlab and OpenMP Parallel Technologies,\u201d","volume":"4","author":"Rathod","year":"2015","journal-title":"IETE 46th Midterm Symposium \u201cImpact of Technology on Skill Development, MTS-2015\u201d Special Issue of International Journal of Electronics, Communication & Soft Computing Science and Engineering"}],"container-title":["International Journal of Hybrid Intelligent Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/HIS-240001","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T08:53:02Z","timestamp":1777452782000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/HIS-240001"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,1]]},"references-count":14,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.3233\/his-240001","relation":{},"ISSN":["1448-5869","1875-8819"],"issn-type":[{"value":"1448-5869","type":"print"},{"value":"1875-8819","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4,1]]}}}