Network Classification for Traffic Management
Author | : Zahir Tari |
Publisher | : Institution of Engineering and Technology |
Total Pages | : 291 |
Release | : 2020-01-27 |
ISBN-10 | : 9781785619212 |
ISBN-13 | : 1785619217 |
Rating | : 4/5 (12 Downloads) |
Download or read book Network Classification for Traffic Management written by Zahir Tari and published by Institution of Engineering and Technology. This book was released on 2020-01-27 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the massive increase of data and traffic on the Internet within the 5G, IoT and smart cities frameworks, current network classification and analysis techniques are falling short. Novel approaches using machine learning algorithms are needed to cope with and manage real-world network traffic, including supervised, semi-supervised, and unsupervised classification techniques. Accurate and effective classification of network traffic will lead to better quality of service and more secure and manageable networks.