Traffic analysis is the process of monitoring network activities, discovering specific patterns,
and gleaning valuable information from network traffic. It can be applied in various fields …

Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …

Over the last few years, the evolution of network and user handsets' technologies, have
challenged the telecom industry and the Internet ecosystem. Especially, the unprecedented …

360-degree video provides an immersive experience to end-users through Virtual Reality
(VR) Head-Mounted-Displays (HMDs). However, it is not trivial to understand the Quality of …

The application of unsupervised learning approaches, and in particular of clustering
techniques, represents a powerful exploration means for the analysis of network …

Video streaming is the killer application of the Internet today. In this article, we address the
problem of real-time, passive Quality-of-Experience (QoE) monitoring of HTTP Adaptive …

With the amount of global network traffic steadily increasing, mainly due to video streaming
services, network operators are faced with the challenge of efficiently managing their …

A growing number of video streaming networks are incorporating machine learning (ML)
applications. The growth of video streaming services places enormous pressure on network …

Artificial intelligence (AI) and machine learning (ML) continue to demonstrate substantial
capabilities in solving a wide range of optical-network-related tasks such as fault …

Compared to earlier mobile network generations, the 5G system architecture has been
significantly enhanced by the introduction of network analytics functionalities and ex-tended …