Olga Abramkina

Machine Learning-Enhanced Monitoring and Anomaly Detection in DWDM Networks

2024 · Preprints.org

Dense Wavelength Division Multiplexing (DWDM) networks are pivotal in modern optical communications, facilitating high data capacity by transmitting multiple wavelengths along a single optical fiber. Ensuring optimal network performance and reliability requires close monitoring of …