A Smart Cable is an advanced fiber-optic cable equipped with sensors and other technologies that enable it to monitor and transmit data about its own performance and the environment it operates in. These cables can provide real-time feedback on factors such as temperature, pressure, strain, and even detect potential failures or disruptions in the network.

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Machine Learning Model for EDFA Predicting SHB Effects

Experiments show that machine learning model of an EDFA is capable of modelling spectral hole burning effects accurately. As a result, it significantly outperforms black-box models that neglect inhomogeneous effects. Model achieves a record average RMSE of 0.0165 dB between the model predictions and measurements.