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In this paper, a mathematical model for optimizing network communication systems. The proposed model uses specific mathematical technique, queuing theory, Markov process, Stochastic process to analyze the behavior of network traffic analyze the behavior of network traffic and channel conditions. We derive key performance metrics such as throughput, delay & packet loss rate and optimize network parameters to achieve improved performance. The contribution of this paper include the development of a novel mathematical model for network communication system and the demonstration of its application in optimizing network performance.
Keywords:
Transition Matrix, Maximum likelihood Estimator.
Cite Article:
"A MATHEMATICAL MODEL FOR OPTIMIZING NETWORK COMMUNICATION SYSTEM", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 4, page no.b787-b790, April-2025, Available :http://www.ijrti.org/papers/IJRTI2504200.pdf
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ISSN:
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator