{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T05:24:44Z","timestamp":1770355484898,"version":"3.49.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Institute of Information &amp; Communications Technology Planning &amp; Evaluation","award":["RS-2022-00167197"],"award-info":[{"award-number":["RS-2022-00167197"]}]},{"name":"Development of Intelligent 5G&#x002F;6G Infrastructure Technology for The Smart"},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010449","name":"Ministry of Education","doi-asserted-by":"publisher","award":["NRF-2020R1I1A3066543"],"award-info":[{"award-number":["NRF-2020R1I1A3066543"]}],"id":[{"id":"10.13039\/100010449","id-type":"DOI","asserted-by":"publisher"}]},{"name":"BK21 FOUR","award":["5199990914048"],"award-info":[{"award-number":["5199990914048"]}]},{"name":"Soonchunhyang University Research Fund"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/tnse.2024.3495583","type":"journal-article","created":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T18:40:23Z","timestamp":1731609623000},"page":"302-318","source":"Crossref","is-referenced-by-count":7,"title":["Graph-Based Learning in Core and Edge Virtualized O-RAN for Handling Real-Time AI Workloads"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3842-7689","authenticated-orcid":false,"given":"Prohim","family":"Tam","sequence":"first","affiliation":[{"name":"School of Digital Technologies, American University of Phnom Penh, Phnom Penh, Cambodia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7919-6557","authenticated-orcid":false,"given":"Seokhoon","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Software Convergence, Soonchunhyang University, Asan, South Korea"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3183465"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2021.3122129"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3245544"},{"key":"ref4","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900461"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.011.2000501"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC49053.2021.9417370"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3173996"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3130792"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3064351"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2022.3222545"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2024.3360429"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3628797.3628826"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593148"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/357"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-022-10307-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS47924.2020.00033"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3283523"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2021.07.025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM55787.2022.9965166"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3123460"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2018.05.001"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3075439"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/sym14020195"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ieeestd.2021.9382202"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65310-1_23"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT48130.2020.9221089"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2966045"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11130-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/NFV-SDN47374.2019.9040154"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13050994"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/math11204286"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148696"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS52696.2021.9562610"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2022.09.029"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2021.3125974"},{"key":"ref38","article-title":"ETSI GS MEC 003, mobile edge computing (MEC); framework and reference architecture","year":"2016"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3200057"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3239220"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3038287"},{"key":"ref42","article-title":"ETSI TS 123 501, 5G; system architecture for the 5G system (5GS) (3GPP TS 23.501 version 17.4.0 release 17)","year":"2022"},{"key":"ref43","article-title":"O-RAN architecture description","author":"Alliance","year":"2020"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3423211.3425685"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3338501.3357370"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2847220.2847223"},{"key":"ref48","article-title":"Optimizing network virtualization with SDNNFV and O-RAN for delay-constrained large-scale AI workloads over 5G6G networks","author":"Tam","year":"2024"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/1868447.1868466"},{"key":"ref50","article-title":"OpenAI Gym","author":"Brockman","year":"2016"},{"key":"ref51","article-title":"TensorFlow: Large-scale machine learning on heterogeneous distributed systems","author":"Abadi","year":"2016"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3120724"},{"key":"ref53","article-title":"MNIST handwritten digit database","author":"LeCun","year":"2010"},{"key":"ref54","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119360"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107872"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2022.3196009"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488902\/10814995\/10753059.pdf?arnumber=10753059","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,25]],"date-time":"2024-12-25T06:54:56Z","timestamp":1735109696000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10753059\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":57,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2024.3495583","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}