Quality of transmission estimation and performance prediction of lightpaths using machine learning

C. Tremblay, S. Allogba, S. Aladin
2019 45th European Conference on Optical Communication (ECOC 2019)   unpublished
We show how the quality of transmission can be estimated before lightpath establishment using support vector machine and synthetic data and we illustrate how the long short term memory method can be used for performance prediction after lightpath establishment using field bit error rate data.
doi:10.1049/cp.2019.0757 fatcat:hfg7udwipndevk53pxsa2accqi