{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T10:09:40Z","timestamp":1771236580146,"version":"3.50.1"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"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":[[2024,7,8]]},"DOI":"10.1109\/meditcom61057.2024.10621193","type":"proceedings-article","created":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T17:26:00Z","timestamp":1723483560000},"page":"269-274","source":"Crossref","is-referenced-by-count":2,"title":["Online VNF Placement using Deep Reinforcement Learning and Reward Constrained Policy Optimization"],"prefix":"10.1109","author":[{"given":"Ramy","family":"Mohamed","sequence":"first","affiliation":[{"name":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marios","family":"Avgeris","sequence":"additional","affiliation":[{"name":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aris","family":"Leivadeas","sequence":"additional","affiliation":[{"name":"École de technologie supérieure,Department of Software and IT Engineering,Montreal,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Lambadaris","sequence":"additional","affiliation":[{"name":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.2992504"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/fi11030069"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2019.03.005"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001066"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3187146"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3240404"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959183"},{"key":"ref8","article-title":"Neural combinatorial optimization with reinforcement learning","author":"Bello","year":"2016","journal-title":"arXiv preprint arXiv:1611.09940"},{"key":"ref9","article-title":"Reward constrained policy optimization","author":"Tessler","year":"2018","journal-title":"arXiv preprint arXiv:1805.11074"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2024.110241"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1613\/jair.3987"},{"key":"ref12","article-title":"Neural machine translation by jointly learning to align and translate","author":"Bahdanau","year":"2014","journal-title":"arXiv preprint arXiv:1409.0473"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-3618-5_2"},{"key":"ref14","article-title":"Introduction to reinforcement learning","volume":"135","author":"Sutton","year":"1998"}],"event":{"name":"2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","location":"Madrid, Spain","start":{"date-parts":[[2024,7,8]]},"end":{"date-parts":[[2024,7,11]]}},"container-title":["2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10621051\/10621071\/10621193.pdf?arnumber=10621193","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T05:41:49Z","timestamp":1723527709000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10621193\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,8]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/meditcom61057.2024.10621193","relation":{},"subject":[],"published":{"date-parts":[[2024,7,8]]}}}