End-to-End Provisioning refers to the complete process of setting up and configuring all the necessary components and resources required to enable a service or application to function seamlessly from start to finish. It involves provisioning and configuring all the hardware, software, networks, and services involved in delivering the desired functionality, ensuring that they are correctly integrated and operational.

 

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Multi-Span Optical Power Spectrum Prediction using ML-based EDFA Models and Cascaded Learning

We implement a cascaded learning framework using component-level EDFA models for optical power spectrum prediction in multi-span networks, achieving a mean absolute error of 0.17 dB across 6 spans and 12 EDFAs with only one-shot measurement.