Machine Learning For Network Traffic and Video Quality Analysis: Develop and Deploy Applications Using JavaScript and Node.js

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

T. P. Fowdur, L. BabooramMachine Learning For Network Traffic and Video Quality Analysishttps://doi.org/10.1007/979-8-8688-0354-3_4

4. Machine Learning Techniques for NTMA and VQA

Tulsi Pawan Fowdur¹   and Lavesh Babooram²

(1)

Department of Electrical and Electronic Engineering, University of Mauritius, Reduit, Mauritius

(2)

Reduit, Mauritius

 

This chapter delves into the machine learning (ML) techniques that surround and enable network traffic monitoring and analysis (NTMA) and video quality assessment (VQA). Through passive listening of network parameters’ being reported by the network interface, the Node.js server formulates a series of arrays that keep track ...