This paper presents an intelligent dynamic network optimization system for packet-optical
transport networks as the industry moves towards 6G. Such a system leverages specific …

We describe two applications of machine learning in the context of internet protocol
(IP)/Optical networks. The first one allows agile management of resources in a core …

The unprecedented growth of the global Internet traffic, coupled with the large spatio-
temporal fluctuations that create, to some extent, predictable tidal traffic conditions, are …

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

Abstract 6G networks will deliver immersive applications that bridge real and digital worlds.
The next-generation optical access network is a potential optical transport solution. In view …

The rapid development of communication technologies and emerging network services
provokes data traffic in communication networks, where optical networks act as the …

Optical network plays an important role in telecommunication networks, which supports high-
capacity and long-distance transmission of Internet traffic. However, as the scaling and …

Elastic optical networks emerge as a reliable backbone platform covering the next‐
generation connectivity requirements. It consists of advanced enabling components that …

Network planning and operation in core optical networks require processes that lead to a
cost-effective network able to effectively accommodate the given traffic demands. Crosslayer …

The rapid evolution of the Internet and other communication systems has led to an explosion
of available services and technology, making communication networks increasingly …