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

Space-division multiplexing elastic optical networks (SDM-EONs) will play an important role
in addressing the increasing Internet traffic, thanks to their spectrum utilization flexibility and …

In recent years, machine-learning (ML) applications have<? TeX 2pc 0pt?> generated
considerable interest and shown great potential in optimizing optical network management …

The proper operation of running gears of a high-speed train is one of the key factors to
ensure its safety and reliability. The diagnosis of the state of running gears of a high-speed …

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 …

Optical networks are preferred over other wireless network in modern world due to better link
quality in long haul networks. The basic parameters that define any optical network is Quality …

In the past, intelligent system often realized reasoning operation by interpolation method for
one-dimensional sparse rule base, and could not analyze fuzzy reasoning of multi …

Complex problems invariably involve big data. Machine learning (ML) deals with this big
data. Machine learning does classification, regression and decision making better than …

Data rate and energy consumption are the major concerns in optical networks. In order to
reduce energy consumption, transport operator networks based on optical circuit switching …

Optical amplifiers are essential devices in optical networks to recover the signals degraded
from passive optical components attenuations such as fiber span and optical switches …