Dynamic power pre-adjustments with machine learning that mitigate EDFA excursions during defragmentation. - Yishen Huang; Patricia B. Cho; Payman Samadi; Keren Bergman (OFC, 2017)

Power Excursion Mitigation for Flexgrid Defragmentation With Machine Learning. - Yishen Huang; Patricia B. Cho; Payman Samadi; Keren Bergman (JOCN, 2018)