{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T14:36:39Z","timestamp":1777127799834,"version":"3.51.4"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T00:00:00Z","timestamp":1683504000000},"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":[[2023,5,8]]},"DOI":"10.1109\/noms56928.2023.10154431","type":"proceedings-article","created":{"date-parts":[[2023,6,23]],"date-time":"2023-06-23T12:50:45Z","timestamp":1687524645000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Enabling Self-Driving Networks with Machine Learning"],"prefix":"10.1109","author":[{"given":"Arthur Selle","family":"Jacobs","sequence":"first","affiliation":[{"name":"Federal University of Rio Grande do Sul,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ronaldo Alves","family":"Ferreira","sequence":"additional","affiliation":[{"name":"Federal University of Mato Grosso do Sul,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lisandro Zambenetti","family":"Granville","sequence":"additional","affiliation":[{"name":"Federal University of Rio Grande do Sul,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3310165.3310173"},{"key":"ref12","article-title":"Hey, Lumi! Using Natural Language for Intent-Based Network Management","author":"jacobs","year":"2021","journal-title":"USENIX ATC '21"},{"key":"ref15","article-title":"Dos and Dont&#x2019;s of Machine Learning in Computer Security","author":"arp","year":"2022","journal-title":"Proc USENIX Security07"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2018.8406253"},{"key":"ref11","article-title":"Net2Text: Query-Guided Summarization of Network Forwarding Behaviors","author":"birkner","year":"2018","journal-title":"USENIX NSDI '&#x2018;12"},{"key":"ref10","article-title":"The Practice of Network Verification in Alibaba&#x2019;s Global WAN","author":"liu","year":"2021"},{"key":"ref2","article-title":"Improving Networks with Artificial Intelligence","author":"apostolopoulos","year":"2020"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3232755.3234555"},{"key":"ref17","article-title":"Underspecification Presents Challenges for Credibility in Modern Machine Learning","author":"d\u2019amour","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3236386.3241340"},{"key":"ref19","article-title":"Invariant Risk Minimization","author":"arjovsky","year":"2020"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-00257-z"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3375627.3375833"},{"key":"ref23","article-title":"Verifiable Reinforcement Learning via Policy Extraction","author":"bastani","year":"2018","journal-title":"NIPS&#x2019;18"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484758"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3548606.3560609"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243792"},{"key":"ref21","article-title":"A Value for n-Person Games","author":"shapley","year":"2016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23204"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s13174-018-0087-2"},{"key":"ref7","article-title":"Speech and Language Processing","author":"jurafsky","year":"2019"},{"key":"ref9","article-title":"Enabling Self-Driving Networks with Machine Learning","author":"jacobs","year":"2022","journal-title":"PhD thesis"},{"key":"ref4","article-title":"Huawei","year":"2019","journal-title":"Huawei Core Network Autonomous Driving Network White Paper"},{"key":"ref3","article-title":"Juniper Net","year":"0","journal-title":"What is intent-based networking?"},{"key":"ref6","article-title":"Intent-Based Networking-Concepts and Definitions. Internet-draft","author":"clemm","year":"2019","journal-title":"Internet Engineering Task Force"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3431832.3431842"}],"event":{"name":"NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium","location":"Miami, FL, USA","start":{"date-parts":[[2023,5,8]]},"end":{"date-parts":[[2023,5,12]]}},"container-title":["NOMS 2023-2023 IEEE\/IFIP Network Operations and Management Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10154252\/10154208\/10154431.pdf?arnumber=10154431","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T13:57:44Z","timestamp":1688997464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10154431\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,8]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/noms56928.2023.10154431","relation":{},"subject":[],"published":{"date-parts":[[2023,5,8]]}}}