Streaming video classification using machine learning
Joint Authors
Source
The International Arab Journal of Information Technology
Issue
Vol. 17, Issue 4A (s) (31 Jul. 2020), pp.677-682, 6 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2020-07-31
Country of Publication
Jordan
No. of Pages
6
Main Subjects
Economics & Business Administration
Abstract EN
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.
American Psychological Association (APA)
Shaut, Adnan& Crispin, Brennan. 2020. Streaming video classification using machine learning. The International Arab Journal of Information Technology،Vol. 17, no. 4A (s), pp.677-682.
https://search.emarefa.net/detail/BIM-1432251
Modern Language Association (MLA)
Shaut, Adnan& Crispin, Brennan. Streaming video classification using machine learning. The International Arab Journal of Information Technology Vol. 17, no. 4A (Special issue) (2020), pp.677-682.
https://search.emarefa.net/detail/BIM-1432251
American Medical Association (AMA)
Shaut, Adnan& Crispin, Brennan. Streaming video classification using machine learning. The International Arab Journal of Information Technology. 2020. Vol. 17, no. 4A (s), pp.677-682.
https://search.emarefa.net/detail/BIM-1432251
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 681-682
Record ID
BIM-1432251