{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:45:51Z","timestamp":1775745951834,"version":"3.50.1"},"reference-count":48,"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":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20A20159"],"award-info":[{"award-number":["U20A20159"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62472460"],"award-info":[{"award-number":["62472460"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102460"],"award-info":[{"award-number":["62102460"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Areas R&#x0026;D Program of Guangdong Province","award":["2024B0101020004"],"award-info":[{"award-number":["2024B0101020004"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2023B1515120058"],"award-info":[{"award-number":["2023B1515120058"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2021B151520008"],"award-info":[{"award-number":["2021B151520008"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangzhou Basic and Applied Basic Research Program","award":["2024A04J6367"],"award-info":[{"award-number":["2024A04J6367"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["24qnpy138"],"award-info":[{"award-number":["24qnpy138"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/tmc.2024.3466844","type":"journal-article","created":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T17:30:01Z","timestamp":1727199001000},"page":"407-421","source":"Crossref","is-referenced-by-count":8,"title":["Efficient Coordination of Federated Learning and Inference Offloading at the Edge: A Proactive Optimization Paradigm"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0118-7236","authenticated-orcid":false,"given":"Ke","family":"Luo","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1927-782X","authenticated-orcid":false,"given":"Kongyange","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9380-7238","authenticated-orcid":false,"given":"Tao","family":"Ouyang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0751-2773","authenticated-orcid":false,"given":"Xiaoxi","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0987-9344","authenticated-orcid":false,"given":"Zhi","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4293-6410","authenticated-orcid":false,"given":"Hao","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9943-6020","authenticated-orcid":false,"given":"Xu","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3370169"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3495243.3560551"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00033"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621105"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tnet.2023.3294366"},{"key":"ref8","first-page":"119","article-title":"Ekya: Continuous learning of video analytics models on edge compute servers","volume-title":"Proc. 19th USENIX Symp. Netw. Syst. Des. Implementation","author":"Bhardwaj"},{"key":"ref9","article-title":"When foundation model meets federated learning: Motivations, challenges, and future directions","author":"Zhuang","year":"2023"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3649329.3655665"},{"key":"ref11","article-title":"Differentially private cutmix for split learning with vision transformer","author":"Oh","year":"2022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3570361.3592501"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833648"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3267458"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488741"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3498361.3538917"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2022.3163439"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3378351"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037554"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488679"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796818"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3190512"},{"key":"ref23","first-page":"4587","article-title":"DisPFL: Towards communication-efficient personalized federated learning via decentralized sparse training","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Dai"},{"key":"ref24","first-page":"1","article-title":"On the convergence of fedavg on non-IID data","volume-title":"Proc. 8th Int. Conf. Learn. Representations","author":"Li"},{"key":"ref25","first-page":"1","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","author":"Li"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2994308"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2019.2903240"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228949"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2947893"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS47774.2020.00026"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3035770"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3088910"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155448"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS54860.2022.00101"},{"key":"ref37","article-title":"Federated learning with flexible control","author":"Wang","year":"2022"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2023.3262482"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00062"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2024.3486979"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3487552.3487815"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3189186"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/tnet.2023.3262482"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1111\/poms.12579"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3458864.3467681"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref48","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref49","first-page":"1","article-title":"Pruning filters for efficient convnets","volume-title":"Proc. 5th Int. Conf. Learn. Representations","author":"Li"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229017"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/10777875\/10691652.pdf?arnumber=10691652","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T18:56:18Z","timestamp":1733511378000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10691652\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":48,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2024.3466844","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":[[2025,1]]}}}