{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T14:59:51Z","timestamp":1773413991334,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Consortium Gestione Ampliamento Rete Ricerca (GARR) through the \u201cOrio Carlini\u201d Scholarship 2019"},{"name":"Norwegian Research Council through the 5G-MODaNeI","award":["308909"],"award-info":[{"award-number":["308909"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Networking"],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.1109\/tnet.2022.3187310","type":"journal-article","created":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T19:29:46Z","timestamp":1656703786000},"page":"88-102","source":"Crossref","is-referenced-by-count":34,"title":["Using Distributed Reinforcement Learning for Resource Orchestration in a Network Slicing Scenario"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5681-1695","authenticated-orcid":false,"given":"Federico","family":"Mason","sequence":"first","affiliation":[{"name":"Department of Information Engineering, University of Padova, Padova, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9684-0375","authenticated-orcid":false,"given":"Gianfranco","family":"Nencioni","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3671-5190","authenticated-orcid":false,"given":"Andrea","family":"Zanella","sequence":"additional","affiliation":[{"name":"Department of Information Engineering, University of Padova, Padova, Italy"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Service Requirements for Next Generation New Services and Markets","year":"2016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2971781"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-014-0533-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2726120"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600920"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2815638"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2872781"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2597295"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2017.2720668"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7514161"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2015.7417376"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2894305"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486303"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2869964"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2893925"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.2979667"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.9.000D19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959185"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON47517.2019.8993066"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2019.2912365"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959185"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3141789"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3090423"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3072435"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC49053.2021.9417321"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3052552"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref31","volume-title":"Markov Decision Processes: Discrete Stochastic Dynamic Programming","author":"Puterman","year":"2014"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/276698.276876"},{"key":"ref33","first-page":"1008","article-title":"Actor-critic algorithms","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Konda"},{"key":"ref34","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Mnih"},{"key":"ref35","first-page":"4939","article-title":"Efficient neuralwork robustness certification with general activation functions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhang"},{"key":"ref36","first-page":"345","article-title":"Reinforcement learning algorithm for partially observable Markov decision problems","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Jaakkola"},{"key":"ref37","volume-title":"Nature-Inspired Metaheuristic Algorithms","author":"Yang","year":"2010"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/BF00175354"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB.2018.8436847"},{"key":"ref40","volume-title":"System architecture for the 5G System (5GS)","year":"2017"},{"key":"ref41","article-title":"DSAF: Dynamic slice allocation framework for 5G core network","author":"Sattar","year":"2019","journal-title":"arXiv:1905.03873"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10922-020-09522-3"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ISCSIC.2017.27"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2864587"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2863960"},{"key":"ref46","volume-title":"Policy and Charging Control Architecture","year":"2005"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177011137"},{"key":"ref48","volume-title":"GARR High Capacity Network","year":"2021"}],"container-title":["IEEE\/ACM Transactions on Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/90\/10045328\/09813505.pdf?arnumber=9813505","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T05:11:15Z","timestamp":1706764275000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9813505\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2]]},"references-count":48,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tnet.2022.3187310","relation":{},"ISSN":["1063-6692","1558-2566"],"issn-type":[{"value":"1063-6692","type":"print"},{"value":"1558-2566","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,2]]}}}