ML-Assisted Traffic Grooming with Low Design Margins

Low-margin design allows significant resource savings, but synergy with traffic grooming is unexplored. We propose a new low-margin-design procedure with traffic grooming and show up to 12% throughput increase from lower margins estimated via ML. OCIS codes: (060.4250) Networks; (060.4510) Optical communications