Which Features Most Impact: Prediction of ANN-Based Lightpath Quality of Transmission?

Artificial neural networks (ANN) have been widely employed for predicting quality of transmission (QoT) of lightpaths, in which different features play different roles. This study aims to find the features that most impact the lightpath QoT. The evaluation shows that the total length of a lightpath is the one that most impacts the lightpath QoT.