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 …

The computing power network (CPN) has emerged as a promising networking paradigm in
recent times. Since the characteristics of high bandwidth, low delay and high reliable …

Covid‐19 has been a life‐changer in the sphere of online education. With complete
lockdown in various countries, there has been a tumultuous increase in the need for …

In beyond-5G networks, detailed end-to-end monitoring of specific application traffic will be
required along with the access-backhaul-cloud continuum to enable low latency service due …

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

Adapting to concept drift is a challenging task in machine learning, which is usually tackled
using incremental learning techniques that periodically re-fit a learning model leveraging …

As the network is closely related to people's daily life, network security has become an
important factor affecting the physical and mental health of human beings. Network flow …

A multi-period planning framework is proposed that exploits multi-step ahead traffic
predictions to address service overprovisioning and improve adaptability to traffic changes …

We propose a novel optical circuit switch architecture offering high reliability and high
capacity. The proposed scheme substantially reduces the annual downtime of the switch …

With the ever-increasing traffic load, the prediction of future traffic patterns can bring
significant benefits to network optimization. The appropriate choice of a forecasting model is …