Demonstration of Automated ML-Driven Energy-Efficient Spectrum Defragmentation for Optical Transport Networks (M3Z.17)
Presenter: Quan PHAM VAN, Nokia Bell Labs
We introduce an ML-driven framework for energy-efficient spectrum defragmentation, automatically forecasting daily traffic, setting optical channels to standby during low-demand, and reallocating spectrum to reduce fragmentation while reactivating optical channels as necessary
Authors:Quan PHAM VAN, Nokia Bell Labs / Huu Trung Thieu, Nokia Bell Labs / Kody Deng, Nokia Bell Labs / Nakjung Choi, Nokia Bell Labs