Videos

Static and dynamic clustering algorithms are a fundamental tool in any machine learning library. Most of the efforts in developing dynamic machine learning and data mining algorithms [...]

In this presentation, we would like to focus on two well known NP-Hard problems and then provide a combinatorial optimization view  before proposing new and [...]

The paradigm of a Cloud-based RAN (C-RAN) is a key technology that combines the enabling solutions for the 5G requirements in terms of data rate, [...]

Accurately monitoring application performance is becoming more important for Internet Service Providers (ISPs), as users increasingly expect their networks to consistently deliver acceptable application quality. [...]

Hardening data protection using multiple methods rather than solely encryption is of paramount importance when considering continuous and powerful attacks to spy private and confidential information. Our research focuses on reinforcing data protection using a combination of data fragmentation, encryption, and dispersion. Each operation participates in the increasing of the protection level. We aim at minimizing the additional processing costs due to data fragmentation and dispersion.

TBA https://youtu.be/QA8ON74zvag

Software Defined Networking (SDN) is gaining momentum with the support of major manufacturers. While it brings flexibility in the management of flows within the data [...]

We are on the verge of an industrial revolution that will make cities smarter, industries more efficient and people’s life easier. Urban communication will place [...]

We introduce a novel embedding of directed graphs derived from the singular value decomposition (SVD) of the normalized adjacency matrix. Specifically, we show that, after [...]

In the first part of the talk we shall consider game theory as a tool for analyzing and predicting the evolution of the Internet topology. [...]