With the emergence of internet services such as AI-generated content and virtual reality, the demand for global capacity has surged, significantly intensifying pressures on fiber-optic communication systems. To address this surge and reduce operational costs, efforts are underway to develop autonomous driving optical networks (ADONs) with highly efficient network operations.