Dynamic graphs serve as a generic abstraction and description of the evolutionary
behaviors of various complex systems (eg, social networks and communication networks) …

With the rapid development of the fifthgeneration wireless communication systems, a
profound revolution in terms of transmission capacity, energy efficiency, reliability, latency …

Much research effort has been conducted to introduce intelligence into communication
networks in order to enhance network performance. Communication networks, both wired …

With the development of networking technologies, global Internet traffic is constantly
increasing. Moreover, various traffic types associated with a variety of network services and …

During the last decade, optical networks have become “smart networks”. Software-defined
networks, software-defined optical networks, and elastic optical networks are some …

The constantly increasing traffic volume triggers the fast development of new optimization
methods for backbone optical networks. Operators seek new ways to improve several …

This paper presents a study on connection-blocking prediction in Elastic Optical Networks
(EONs) using Convolutional Neural Networks (CNNs). In EONs, connections are established …

The knowledge about future traffic volumes is beneficial for the network operators in many
areas. Short-term forecasting of multiple traffic types helps with efficient resource utilization …

The constantly increasing internet traffic and rising network requirements trigger fast
development and implementation of new networking architectures and technologies …

The paper proposes an approach to the joint use of statistical and machine learning (ML)
models to solve the problems of the precise reconstruction of historical events, real-time …