{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T15:58:16Z","timestamp":1756310296994,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,6]]},"DOI":"10.1109\/eucnc.2019.8801956","type":"proceedings-article","created":{"date-parts":[[2019,8,15]],"date-time":"2019-08-15T23:27:42Z","timestamp":1565911662000},"page":"438-442","source":"Crossref","is-referenced-by-count":9,"title":["Machine Learning-assisted Planning and Provisioning for SDN\/NFV-enabled Metropolitan Networks"],"prefix":"10.1109","author":[{"given":"Sebastian","family":"Troia","sequence":"first","affiliation":[]},{"given":"David Eugui","family":"Martinez","sequence":"additional","affiliation":[]},{"given":"Ignacio","family":"Martin","sequence":"additional","affiliation":[]},{"given":"Ligia Maria","family":"Moreira Zorello","sequence":"additional","affiliation":[]},{"given":"Guido","family":"Maier","sequence":"additional","affiliation":[]},{"given":"Jose Alberto","family":"Hernandez","sequence":"additional","affiliation":[]},{"given":"Oscar","family":"Gonzalez de Dios","sequence":"additional","affiliation":[]},{"given":"Miquel","family":"Garrich","sequence":"additional","affiliation":[]},{"given":"Jose Luis","family":"Romero-Gazquez","sequence":"additional","affiliation":[]},{"given":"Francisco-Javier","family":"Moreno-Muro","sequence":"additional","affiliation":[]},{"given":"Pablo Pavon","family":"Marino","sequence":"additional","affiliation":[]},{"given":"Ramon","family":"Casellas","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"47","article-title":"A review of routing and wavelength assignment approaches for wavelength-routed optical WDM networks","volume":"1","author":"zang","year":"2000","journal-title":"Optical Networks Magazine"},{"journal-title":"METRO-HAUL Control and Management Requirements and Framework","year":"0","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICTON.2018.8473858"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2015.7293311"},{"key":"ref14","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"USENIX Symp on Operating Systems Design & Implementation"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.25080\/Majora-92bf1922-003","article-title":"Theano: a CPU and GPU math expression compiler","volume":"4","author":"bergstra","year":"2010","journal-title":"Python for Scientific Computing Conference (SciPy)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1364\/OFC.2018.Tu3D.10"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1364\/OFC.2019.M3Z.16"},{"key":"ref18","article-title":"The Net2Plan-based Library for NFV over IP over WDM Networks","author":"garrich","year":"2019","journal-title":"International Conference on Transparent Optical Networks"},{"journal-title":"NFV over IP over WDM (NIW) library","year":"0","key":"ref19"},{"key":"ref4","article-title":"Applications of reinforcement learning to routing and virtualization in computer networks","author":"haeri","year":"2016","journal-title":"Ph D Dissertation"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2016.7502977"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7389830"},{"article-title":"Applications of deep reinforcement learning in communications and networking: A survey","year":"2018","author":"luong","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.10.00A286"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7474344"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3138808.3138810"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2017.1700200"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1364\/OFC.2018.M3A.5"},{"journal-title":"NIW Javadoc documentation","year":"0","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC.2018.8535437"},{"journal-title":"Excel file template of the NIW library","year":"0","key":"ref21"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC.2018.8535562"}],"event":{"name":"2019 European Conference on Networks and Communications (EuCNC)","start":{"date-parts":[[2019,6,18]]},"location":"Valencia, Spain","end":{"date-parts":[[2019,6,21]]}},"container-title":["2019 European Conference on Networks and Communications (EuCNC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8787237\/8801946\/08801956.pdf?arnumber=8801956","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T03:10:56Z","timestamp":1657854656000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8801956\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/eucnc.2019.8801956","relation":{},"subject":[],"published":{"date-parts":[[2019,6]]}}}