{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T16:29:21Z","timestamp":1781022561101,"version":"3.54.1"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372192"],"award-info":[{"award-number":["62372192"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ChunHui Program of the Ministry of Education of China","award":["202200208"],"award-info":[{"award-number":["202200208"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tmc.2025.3591783","type":"journal-article","created":{"date-parts":[[2025,7,23]],"date-time":"2025-07-23T18:45:32Z","timestamp":1753296332000},"page":"13520-13534","source":"Crossref","is-referenced-by-count":1,"title":["QoS Prediction for Component Services in 5G via Graph-Based Deep Reinforcement Learning"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4154-8529","authenticated-orcid":false,"given":"Haojun","family":"Huang","sequence":"first","affiliation":[{"name":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qifan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1395-7314","authenticated-orcid":false,"given":"Geyong","family":"Min","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Exeter, Exeter, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7941-2715","authenticated-orcid":false,"given":"Miao","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Exeter, Exeter, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1755-0183","authenticated-orcid":false,"given":"Dapeng Oliver","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3228286"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2025.3528813"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3480136"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2017.2700796"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS.2011.10"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2953745"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3027681"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2022.3213129"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3326208"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3204790"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2019.2940147"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3233908"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3240567"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS62655.2024.00167"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/18M1203626"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3375855"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2023.3244184"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2024.3377100"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3343351"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3079117"},{"key":"ref22","first-page":"1","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Represent","author":"Veli\u010dkovi\u0107","year":"2018"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155366"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3244573"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3533560"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622547"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3431086"},{"issue":"7","key":"ref28","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"Duchi","year":"2011","journal-title":"J. Mach. Learn."},{"key":"ref29","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"issue":"1","key":"ref30","first-page":"2146","article-title":"Neural networks for machine learning","volume":"264","author":"Hinton","year":"2012","journal-title":"Coursera"},{"key":"ref31","article-title":"MATLAB tensor toolbox, version 3.6","author":"Brett","year":"2023"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3452702"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/11229982\/11091517.pdf?arnumber=11091517","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T18:55:13Z","timestamp":1762455313000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11091517\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":32,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2025.3591783","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}