Author:
Balanici Mihail,Shariati Behnam,Safari Pooyan,Bergk Geronimo,Fischer Johannes Karl
Abstract
This work presents a novel machine learning-based dynamic capacity allocation scheme for efficient bandwidth provisioning of optical links. It offers an average hourly capacity saving of over 75% compared to traditional static capacity allocation mechanisms.