Today's telecommunication networks have become sources of enormous amounts of widely
heterogeneous data. This information can be retrieved from network traffic traces, network …

Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

The use of cognition is a promising element for the control of heterogeneous optical
networks. Not only are cognitive networks able to sense current network conditions and act …

The flexible nature of elastic optical networks (EONs) effectively uses spectral resources for
optical communication by allocating the minimum required bandwidth to network …

In this work we present and analyze three approaches for the adaptive control of the
operating point of a cascade of erbium-doped fiber amplifiers (EDFAs), aimed at optical …

High degree of heterogeneity of future optical networks, stemming from provisioning of
services with different quality-of-transmission requirements, and transmission links …

Virtual topology reconfiguration addresses the issue of overprovisioning in IP-over-WDM
optical backbone networks. Contrary to maintaining a static virtual topology, adapting the …

Nowadays, artificial intelligence provides an excellent opportunity for scientists to improve
the efficiency of resource allocation in communication networks. In this paper, we focus on …

IP-over-WDM optical mesh backbone networks handle most of the high-volume traffic that is
exchanged between access networks. Internet growth and the increase in bandwidth …

Today's time is an era of digital revolution and information explosion that has given rise to
massive technological growth in every aspect of life. One such crucial digital transformation …