{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T19:18:10Z","timestamp":1778354290482,"version":"3.51.4"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"crossref","award":["RGPIN-2019-05250"],"award-info":[{"award-number":["RGPIN-2019-05250"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"crossref"}]},{"name":"\u00c9TS Marcelle-Gauvreau Research Chair on Applications and Services in Edge Computing"},{"name":"DND IDEaS Grant, Project title: A Platform for Secure and Dependable Hierarchical Edge Processing on 5G"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Green Commun. Netw."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/tgcn.2024.3514578","type":"journal-article","created":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T14:17:41Z","timestamp":1733753861000},"page":"1453-1469","source":"Crossref","is-referenced-by-count":7,"title":["EMDTORA: Energy-Aware Multi-User Dependent Task Offloading and Resource Allocation in MEC Using Graph-Enabled DRL"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4261-9656","authenticated-orcid":false,"given":"Sangrez","family":"Khan","sequence":"first","affiliation":[{"name":"Department of Software and IT Engineering, École de Technologie Supérieure, Université du Québec, Montréal, QC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4883-930X","authenticated-orcid":false,"given":"Marios","family":"Avgeris","sequence":"additional","affiliation":[{"name":"Multiscale Networked Systems (MNS) Group, University of Amsterdam, Amsterdam, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4091-3790","authenticated-orcid":false,"given":"Julien","family":"Gascon-Samson","sequence":"additional","affiliation":[{"name":"Department of Software and IT Engineering, École de Technologie Supérieure, Université du Québec, Montréal, QC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2996-6824","authenticated-orcid":false,"given":"Aris","family":"Leivadeas","sequence":"additional","affiliation":[{"name":"Department of Software and IT Engineering, École de Technologie Supérieure, Université du Québec, Montréal, QC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1201\/9780429056499-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108177"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2021.3131040"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3029649"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2990674"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2943373"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486305"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3081694"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3161680"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom58224.2023.10266609"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2019.2902661"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3156905"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2023.3272351"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3036871"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3119200"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3076687"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/iSCI57775.2022.00018"},{"key":"ref19","article-title":"Graph attention networks","author":"Veli\u010dkovi\u0107","year":"2017","journal-title":"arXiv:1710.10903"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3103416"},{"key":"ref21","first-page":"1587","article-title":"Addressing function approximation error in actor-critic methods","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Fujimoto"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3150976"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3196544"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3110412"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3087258"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3233532"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-9582-8_10"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2022.3159742"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2943159"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-021-02632-z"},{"key":"ref31","volume-title":"Reinforcement Learning: An Introduction","author":"Sutton","year":"2018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1609.02907"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref34","article-title":"Continuous control with deep reinforcement learning","author":"Lillicrap","year":"2015","journal-title":"arXiv:1509.02971"},{"key":"ref35","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Haarnoja"},{"key":"ref36","doi-asserted-by":"crossref","volume-title":"A novel deep reinforcement learning based dependent tasks offloading in multi-access edge computing","author":"Lin","DOI":"10.2139\/ssrn.4196751"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2943563"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2831230"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3170706"}],"container-title":["IEEE Transactions on Green Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7511293\/11131448\/10787266.pdf?arnumber=10787266","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T01:05:01Z","timestamp":1755911101000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10787266\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":39,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tgcn.2024.3514578","relation":{},"ISSN":["2473-2400"],"issn-type":[{"value":"2473-2400","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}