{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:06:40Z","timestamp":1755220000794,"version":"3.43.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Hunan Province Three Point Science and Technology Innovation Plan Youth Science and Technology Talent Project","award":["2022RC1101, PI Wang"],"award-info":[{"award-number":["2022RC1101, PI Wang"]}]},{"name":"United States National Science Foundation","award":["1943338, PI Debroy"],"award-info":[{"award-number":["1943338, PI Debroy"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tnsm.2025.3560657","type":"journal-article","created":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T13:37:18Z","timestamp":1744724238000},"page":"3325-3340","source":"Crossref","is-referenced-by-count":0,"title":["<i>DeepRB<\/i>: Deep Resource Broker Based on Clustered Federated Learning for Edge Video Analytics"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-6576-1876","authenticated-orcid":false,"given":"Xiaojie","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Electronics and Information Engineering, and the Key Laboratory of Hunan Province for 3D Scene Visualization and Intelligence Education, Hunan First Normal University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4783-119X","authenticated-orcid":false,"given":"Saptarshi","family":"Debroy","sequence":"additional","affiliation":[{"name":"Department of Computer Science, City University of New York, New York, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0433-6148","authenticated-orcid":false,"given":"Peng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, and the Key Laboratory of Hunan Province for 3D Scene Visualization and Intelligence Education, Hunan First Normal University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5224-4048","authenticated-orcid":false,"given":"Keqin","family":"Li","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, and the National Supercomputing Center in Changsha, Hunan University, Changsha, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7565189"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3341296"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2938259"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3176400"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2022.3205030"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2022.3187189"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-03157-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3257993"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SEC.2018.00013"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.06.040"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3109912"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3100472"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486241"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2881191"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3150432"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422877"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148698"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2018.8690980"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2933417"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3217311"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3166110"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2023.3321679"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3241881"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.2981630"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3108641"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tvt.2023.3269427"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2882452"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3177658"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155524"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.23919\/WIOPT.2018.8362865"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2785305"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3182647"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2927312"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3227655"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3146207"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2024.3390772"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3191748"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3169421"},{"volume-title":"YOLOv5","year":"2020","author":"Jocher","key":"ref39"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS59830.2024.10575131"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid51090.2021.00059"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3248270"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2024.3350710"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3245544"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.003.2100690"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3232806"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3038287"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118435"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/4275028\/11118327\/10965867-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11118327\/10965867.pdf?arnumber=10965867","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T17:44:46Z","timestamp":1754588686000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10965867\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":48,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2025.3560657","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"type":"electronic","value":"1932-4537"},{"type":"electronic","value":"2373-7379"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}