{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:12:50Z","timestamp":1766067170652,"version":"3.37.3"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"U.K. Engineering and Physical Sciences Research Council (EPSRC) Project","doi-asserted-by":"publisher","award":["EP\/R030863\/1"],"award-info":[{"award-number":["EP\/R030863\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council for the study at the University of Exeter","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/jsac.2020.2999696","type":"journal-article","created":{"date-parts":[[2020,6,3]],"date-time":"2020-06-03T20:03:13Z","timestamp":1591214593000},"page":"1600-1613","source":"Crossref","is-referenced-by-count":46,"title":["Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5441-8272","authenticated-orcid":false,"given":"Xiangle","family":"Cheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0801-8443","authenticated-orcid":false,"given":"Yulei","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1395-7314","authenticated-orcid":false,"given":"Geyong","family":"Min","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3090-1059","authenticated-orcid":false,"given":"Albert Y.","family":"Zomaya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7695-3962","authenticated-orcid":false,"given":"Xuming","family":"Fang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"3104","article-title":"Sequence to sequence learning with neural networks","author":"sutskever","year":"2014","journal-title":"Proc NIPS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2352118"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959263"},{"key":"ref32","first-page":"2692","article-title":"Pointer networks","author":"vinyals","year":"2015","journal-title":"Proc NIPS"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500356WC"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254685"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-48314-6_24"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2569020"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2018.8406253"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CNSM.2016.7818394"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2015.7248929"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2016.09.019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2789294"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486303"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524563"},{"key":"ref14","first-page":"227","article-title":"Split\/merge: System support for elastic execution in virtual middleboxes","author":"rajagopalan","year":"2015","journal-title":"Proc USENIX Symp Netw Syst Design Implem (NSDI)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2869958"},{"journal-title":"Online Computation and Competitive Analysis","year":"1998","author":"borodin","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2800400"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2012.10.036"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2200\/S00271ED1V01Y201006CNT007"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2014.2300448"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2598420"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s101070100286"},{"journal-title":"3GPP Specification Release 15","year":"2018","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2014.2328154"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2538461"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6815890"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2815441"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1600304WC"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600920"},{"key":"ref9","article-title":"Service function chaining resource allocation: A survey","author":"xie","year":"2016","journal-title":"arXiv 1608 00095"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2815638"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2006.322"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2011.2181864"},{"key":"ref45","first-page":"290","article-title":"Single-source unsplittable flow","author":"kleinberg","year":"1998","journal-title":"37th Conf Foundations of Computer Science"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2854593"},{"journal-title":"Probability Random Variables and Random Signal Principles","year":"1993","author":"peebles","key":"ref47"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2611964"},{"key":"ref42","article-title":"A simple convergence time analysis of drift-plus-penalty for stochastic optimization and convex programs","author":"neely","year":"2014","journal-title":"arXiv 1412 0791"},{"key":"ref24","first-page":"1","article-title":"Smart exploration in HetNets: Minimizing total regret with mmWave","author":"wang","year":"2016","journal-title":"Proc IEEE Int Conf Sens Commun Netw"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6377(98)00054-6"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2014.2382597"},{"journal-title":"5G Mobile Communications Systems for 2020 and beyond","year":"2016","key":"ref44"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-6594-6"},{"journal-title":"Principles of Mobile Communication","year":"2001","author":"stuber","key":"ref43"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760160"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/49\/9127210\/09107260.pdf?arnumber=9107260","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T14:22:32Z","timestamp":1651069352000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9107260\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":47,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2020.2999696","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"type":"print","value":"0733-8716"},{"type":"electronic","value":"1558-0008"}],"subject":[],"published":{"date-parts":[[2020,7]]}}}