@inproceedings{yan:hal-03200658, TITLE = {{Dynamic Abstraction of Optical Networks with Machine Learning Technologies}}, AUTHOR = {Yan, Shuangyi and Gao, Zhengguang and Wang, Rui and Mavromatis, Alex and Nejabati, Reza and Simeonidou, Dimitra}, URL = {https://inria.hal.science/hal-03200658}, NOTE = {Part 1: Regular Papers}, BOOKTITLE = {{23th International IFIP Conference on Optical Network Design and Modeling (ONDM)}}, ADDRESS = {Athens, Greece}, EDITOR = {Anna Tzanakaki and Manos Varvarigos and Raul Mu{\~n}oz and Reza Nejabati and Noboru Yoshikane and Markos Anastasopoulos and Johann Marquez-Barja}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Optical Network Design and Modeling}, VOLUME = {LNCS-11616}, PAGES = {142-153}, YEAR = {2019}, MONTH = May, DOI = {10.1007/978-3-030-38085-4\_13}, KEYWORDS = {Machine learning ; Network abstraction ; Low-margin networks}, PDF = {https://inria.hal.science/hal-03200658/file/484327_1_En_13_Chapter.pdf}, HAL_ID = {hal-03200658}, HAL_VERSION = {v1}, }