{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T18:08:27Z","timestamp":1791396507883,"version":"4.3.3"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Science and Technology Innovation","award":["CSTB2023TIAD-STX0035"],"award-info":[{"award-number":["CSTB2023TIAD-STX0035"]}]},{"name":"National NSFC","award":["62372072"],"award-info":[{"award-number":["62372072"]}]},{"name":"National NSFC","award":["62102053"],"award-info":[{"award-number":["62102053"]}]},{"name":"National NSFC","award":["52272388"],"award-info":[{"award-number":["52272388"]}]},{"name":"Chongqing Talent Program Contract System Project","award":["cstc2024ycjh-bgzxm0042"],"award-info":[{"award-number":["cstc2024ycjh-bgzxm0042"]}]},{"name":"Haihe Lab of ITAI","award":["22HHXCJC00002"],"award-info":[{"award-number":["22HHXCJC00002"]}]},{"name":"Natural Science Foundation of Chongqing, China","award":["CSTB2022NSCQ-MSX1104"],"award-info":[{"award-number":["CSTB2022NSCQ-MSX1104"]}]},{"DOI":"10.13039\/501100004502","name":"Chongqing University of Posts and Telecommunications","doi-asserted-by":"publisher","award":["BDIC-2023-B-003"],"award-info":[{"award-number":["BDIC-2023-B-003"]}],"id":[{"id":"10.13039\/501100004502","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Regional Innovation Cooperation Project of Sichuan Province","award":["2023YFQ0028"],"award-info":[{"award-number":["2023YFQ0028"]}]},{"name":"Regional Innovation Cooperation Project of Sichuan Province","award":["2024YFHZ0097"],"award-info":[{"award-number":["2024YFHZ0097"]}]},{"name":"Regional Science and Technology Innovation Cooperation","award":["2023-YF11-00023-HZ"],"award-info":[{"award-number":["2023-YF11-00023-HZ"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/tmc.2025.3539284","type":"journal-article","created":{"date-parts":[[2025,2,6]],"date-time":"2025-02-06T13:52:23Z","timestamp":1738849943000},"page":"5681-5698","source":"Crossref","is-referenced-by-count":18,"title":["Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-9821-5191","authenticated-orcid":false,"given":"Jian","family":"Tang","sequence":"first","affiliation":[{"name":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9041-0297","authenticated-orcid":false,"given":"Xiuhua","family":"Li","sequence":"additional","affiliation":[{"name":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0222-5150","authenticated-orcid":false,"given":"Hui","family":"Li","sequence":"additional","affiliation":[{"name":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0615-7781","authenticated-orcid":false,"given":"Penghua","family":"Li","sequence":"additional","affiliation":[{"name":"School of Automation, Chongqing University of Posts and Telecommunications, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7223-1030","authenticated-orcid":false,"given":"Xiaofei","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3529-2640","authenticated-orcid":false,"given":"Victor C. M.","family":"Leung","sequence":"additional","affiliation":[{"name":"Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3302410"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242719"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228970"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3361876"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3316615"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2023.3299851"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3218527"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10278887"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2022.3217271"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796935"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3309633"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228925"},{"key":"ref14","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761315"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3025446"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149138"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3136611"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037554"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3291701"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3031503"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118436"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3276329"},{"key":"ref24","first-page":"19","article-title":"Oort: Efficient federated learning via guided participant selection","volume-title":"Proc. USENIX Conf. Operating Syst. Des. Implementation","author":"Lai"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486403"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000252"},{"key":"ref28","first-page":"41354","article-title":"Fed-CBS: A heterogeneity-aware client sampling mechanism for federated learning via class-imbalance reduction","volume-title":"Proc. ACM Int. Conf. Mach. Learn.","author":"Zhang"},{"key":"ref29","first-page":"1","article-title":"On the convergence of FedAvg on non-IID data","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li"},{"key":"ref30","first-page":"10351","article-title":"Towards understanding biased client selection in federated learning","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Jee Cho"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO54536.2021.9616052"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155494"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796818"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3073642"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3042530"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001492"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3233595"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3080078"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2024.3350050"},{"key":"ref41","article-title":"Evaluation framework for large-scale federated learning","author":"Liu","year":"2020"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3036701"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500358"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17219"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3009406"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/11564096_42"},{"key":"ref47","article-title":"Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017"},{"key":"ref48","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966217"},{"key":"ref50","article-title":"Measuring the effects of non-identical data distribution for federated visual classification","author":"Hsu","year":"2019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3309497"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/11025553\/10876775.pdf?arnumber=10876775","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T00:16:05Z","timestamp":1749168965000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10876775\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":51,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2025.3539284","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":[[2025,7]]}}}