{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T15:51:59Z","timestamp":1776181919199,"version":"3.50.1"},"reference-count":47,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,5,2]],"date-time":"2022-05-02T00:00:00Z","timestamp":1651449600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,2]],"date-time":"2022-05-02T00:00:00Z","timestamp":1651449600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004895","name":"European Social Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004895","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,2]]},"DOI":"10.1109\/infocom48880.2022.9796944","type":"proceedings-article","created":{"date-parts":[[2022,6,20]],"date-time":"2022-06-20T21:18:49Z","timestamp":1655759929000},"page":"2018-2027","source":"Crossref","is-referenced-by-count":45,"title":["RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation"],"prefix":"10.1109","author":[{"given":"Miquel","family":"Ferriol-Galmes","sequence":"first","affiliation":[{"name":"Universitat Politècnica de Catalunya,Barcelona Neural Networking Center,Spain"}]},{"given":"Krzysztof","family":"Rusek","sequence":"additional","affiliation":[{"name":"AGH University of Science and Technology,Poland"}]},{"given":"Jose","family":"Suarez-Varela","sequence":"additional","affiliation":[{"name":"Universitat Politècnica de Catalunya,Barcelona Neural Networking Center,Spain"}]},{"given":"Shihan","family":"Xiao","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd.,China"}]},{"given":"Xiang","family":"Shi","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd.,China"}]},{"given":"Xiangle","family":"Cheng","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd.,China"}]},{"given":"Bo","family":"Wu","sequence":"additional","affiliation":[{"name":"Huawei Technologies Co., Ltd.,China"}]},{"given":"Pere","family":"Barlet-Ros","sequence":"additional","affiliation":[{"name":"Universitat Politècnica de Catalunya,Barcelona Neural Networking Center,Spain"}]},{"given":"Albert","family":"Cabellos-Aparicio","sequence":"additional","affiliation":[{"name":"Universitat Politècnica de Catalunya,Barcelona Neural Networking Center,Spain"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2011.111002"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2000.892042"},{"key":"ref33","author":"kelly","year":"2011","journal-title":"Reversibility and Stochastic Networks"},{"key":"ref32","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"chung","year":"2014"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICTON.2011.5970940"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5121\/ijcnc.2012.4202"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1016\/S1389-1286(02)00299-2","article-title":"On the autocorrelation structure of tcp traffic","volume":"40","author":"figueiredo","year":"2002","journal-title":"Computer Networks"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3132-0"},{"key":"ref35","first-page":"81","author":"stewart","year":"2000","journal-title":"Computational Probability Numerical Methods for Computing Stationary Distribution of Finite Irreducible Markov Chains"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/321879.321887"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2017.1700200"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03819-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005605"},{"key":"ref13","article-title":"Neural message passing for quantum chemistry","author":"gilmer","year":"2017","journal-title":"arXiv preprint arXiv 1704 01212"},{"key":"ref14","first-page":"4502","article-title":"Interaction networks for learning about objects, relations and physics","author":"battaglia","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref15","article-title":"Graph neural networks: A review of methods and applications","author":"zhou","year":"2018","journal-title":"arXiv preprint arXiv 1812 08942"},{"key":"ref16","article-title":"Traffic prediction with advanced Graph Neural Networks","author":"lange","year":"2020"},{"key":"ref17","article-title":"Routenet-erlang","author":"ferriol-galm\u00e9s","year":"2021"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/BF01158964"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01399-7_6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3076-0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2004.1354569"},{"key":"ref27","first-page":"1","article-title":"Discrete event simulation system","author":"varga","year":"2001","journal-title":"European Simulation Multiconference (ESM)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2019.05.002"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CIT.2011.95"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1364\/JON.3.000363"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2004.46"},{"key":"ref8","first-page":"257389","article-title":"Empirical performance of weibull selfsimilar tele-traffic model","volume":"4","author":"popoola","year":"2017","journal-title":"International Journal of Engineering and Applied Sciences"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/90.392383"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485853"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/800175.809851"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3314148.3314357"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0548(84)90022-4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737496"},{"key":"ref22","article-title":"Discovering objects and their relations from entangled scene representations","author":"raposo","year":"2017","journal-title":"arXiv preprint arXiv 1702 05464"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405859"},{"key":"ref21","article-title":"Relational inductive biases, deep learning, and graph networks","author":"battaglia","year":"2018","journal-title":"arXiv preprint arXiv 1806 01261"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3229607.3229613"},{"key":"ref24","article-title":"Graph neural networks and the transferability of graph neural networks","volume":"33","author":"ruiz","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3152434.3152441"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/90.502236"},{"key":"ref44","first-page":"1","article-title":"Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks","author":"chen","year":"2018","journal-title":"The Optical Fiber Communication Conference and Exposition (OFC)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2890858"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3229543.3229549"},{"key":"ref25","first-page":"1802","article-title":"Exploring the landscape of spatial robustness","author":"engstrom","year":"2019","journal-title":"International Conference on Machine Learning"}],"event":{"name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications","location":"London, United Kingdom","start":{"date-parts":[[2022,5,2]]},"end":{"date-parts":[[2022,5,5]]}},"container-title":["IEEE INFOCOM 2022 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9796607\/9796652\/09796944.pdf?arnumber=9796944","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T20:46:30Z","timestamp":1658177190000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9796944\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,2]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/infocom48880.2022.9796944","relation":{},"subject":[],"published":{"date-parts":[[2022,5,2]]}}}