@inproceedings{christodoulopoulos:hal-03200661,
  TITLE = {{Machine Learning Assisted Quality of Transmission Estimation and Planning with Reduced Margins}},
  AUTHOR = {Christodoulopoulos, Konstantinos and Sartzetakis, Ippokratis and Soumplis, Polizois and Varvarigos, Emmanouel},
  URL = {https://inria.hal.science/hal-03200661},
  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 = {211-222},
  YEAR = {2019},
  MONTH = May,
  DOI = {10.1007/978-3-030-38085-4\_19},
  KEYWORDS = {Overprovisioning ; Static network planning ; End-of-life margins ; Physical layer impairments ; Monitoring ; Cross-layer optimization ; Incremental multi-period planning ; Marginless},
  PDF = {https://inria.hal.science/hal-03200661/file/484327_1_En_19_Chapter.pdf},
  HAL_ID = {hal-03200661},
  HAL_VERSION = {v1},
}