Title
Streaming Video Classification Using Machine Learning
Abstract
This paper presents a method using neural networks and Markov Decision Process (MDP) to identify the source and class of video streaming services. The paper presents the design and implementation of an end-to-end pipeline for training and classifying a machine learning system that can take in packets collected over a network interface and classify the data stream as belonging to one of five streaming video services: You Tube, You Tube TV, Netflix, Amazon Prime, or HBO.
Year
DOI
Venue
2020
10.34028/iajit/17/4A/13
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY
Keywords
DocType
Volume
Machine Learning, Neural Networks, Deep Packet Inspection, MDP, Video Streaming, AI
Journal
17
Issue
ISSN
Citations 
4A
1683-3198
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Adnan Shaout188.98
Brennan Crispin200.34