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Inpat: An intelligent network performance analysis tool

This paper presents the development of an intelligent network performance analysis tool (INPAT) that complements an existing network simulator toolkit. INPAT has the capability of doing network performance evaluation using a fuzzy logic decision making scheme. INPAT can be beneficial to many people...

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Bibliographic Details
Main Authors: Bin Abdul Aziz M.S., Ishak Z., Din N.M.
Other Authors: 45360962800
Format: Conference paper
Published: 2023
Subjects:
Delay
Fuzzy logic
Jitter and loss rate
Network performance
Communication systems
Data processing
Fuzzy sets
Intelligent networks
Jitter
MATLAB
Systems engineering
Data analysis
Fuzzy logic engines
Fuzzy logic toolboxes
In networks
Network performance analysis
Network performance evaluations
Network simulators
Programming languages
Network management
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Summary:This paper presents the development of an intelligent network performance analysis tool (INPAT) that complements an existing network simulator toolkit. INPAT has the capability of doing network performance evaluation using a fuzzy logic decision making scheme. INPAT can be beneficial to many people inclusive of students, who are interested in network performance analysis. It provides a technique for further advancement in the network management area. MATLAB's Fuzzy Logic Toolbox is used to develop the fuzzy logic engine for data analysis. TCL/TK programming language is used to embed the fuzzy logic engine and data processing program within a single GUI for easy use. Potentially this project will realize the idea of network performance analysis by just a click of a mouse.

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