{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,22]],"date-time":"2026-03-22T05:43:55Z","timestamp":1774158235727,"version":"3.50.1"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,6,15]],"date-time":"2025-06-15T00:00:00Z","timestamp":1749945600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,6,15]],"date-time":"2025-06-15T00:00:00Z","timestamp":1749945600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,15]],"date-time":"2025-06-15T00:00:00Z","timestamp":1749945600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["62302200"],"award-info":[{"award-number":["62302200"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004479","name":"Natural Science Foundation of Jiangxi Province","doi-asserted-by":"publisher","award":["20232BAB212014"],"award-info":[{"award-number":["20232BAB212014"]}],"id":[{"id":"10.13039\/501100004479","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Jiangxi Provincial Key Laboratory of Multidimensional Intelligent Perception and Control of China","award":["2024SSY03161"],"award-info":[{"award-number":["2024SSY03161"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,6,15]]},"DOI":"10.1109\/jiot.2025.3542886","type":"journal-article","created":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T18:25:36Z","timestamp":1739903136000},"page":"20272-20287","source":"Crossref","is-referenced-by-count":3,"title":["Decentralized-Voting-Based Federated Learning Framework for Lightweight Node Selection in Edge Collaborative IoT"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7162-9645","authenticated-orcid":false,"given":"Yishan","family":"Chen","sequence":"first","affiliation":[{"name":"Jiangxi Provincial Key Laboratory of Multidimensional Intelligent Perception and Control, Jiangxi University of Science and Technology, Ganzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-7461-0205","authenticated-orcid":false,"given":"Zhiqiang","family":"Wang","sequence":"additional","affiliation":[{"name":"Jiangxi Provincial Key Laboratory of Multidimensional Intelligent Perception and Control, Jiangxi University of Science and Technology, Ganzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9625-2701","authenticated-orcid":false,"given":"Yuan","family":"Min","sequence":"additional","affiliation":[{"name":"Jiangxi Provincial Key Laboratory of Multidimensional Intelligent Perception and Control, Jiangxi University of Science and Technology, Ganzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3934-2177","authenticated-orcid":false,"given":"Zhiquan","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Cyber Security, Jinan University, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3343288"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3381183"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3221212"},{"key":"ref4","first-page":"323","article-title":"Global analytics in the face of bandwidth and regulatory constraints","volume-title":"Proc. 12th USENIX Symp. Netw. Syst. Design Implement. (NSDI)","author":"Vulimiri"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787505"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3407584"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3354869"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2024.3376240"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CSF.2017.11"},{"key":"ref10","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Stat.","author":"McMahan"},{"key":"ref11","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2022","journal-title":"arXiv:1806.00582"},{"key":"ref12","first-page":"374","article-title":"Towards federated learning at scale: System design","volume-title":"Proc. Mach. Learn. Syst.","author":"Bonawitz"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3311690"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2024.3370688"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3231986"},{"key":"ref17","article-title":"Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent","author":"Lian","year":"2017","journal-title":"arXiv:1705.09056"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3320862"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3439588"},{"key":"ref20","article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and Huffman coding","author":"Han","year":"2016","journal-title":"arXiv:1510.00149"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3404112"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3387328"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-024-00928-3"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3209672"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3348470"},{"key":"ref27","article-title":"Tackling the objective inconsistency problem in heterogeneous federated optimization","author":"Wang","year":"2020","journal-title":"arXiv:2007.07481"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref29","article-title":"Continuous control with deep reinforcement learning","author":"Lillicrap","year":"2019","journal-title":"arXiv:1509.02971"},{"key":"ref30","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017","journal-title":"arXiv:1707.06347"},{"key":"ref31","article-title":"FitNets: Hints for thin deep nets","author":"Romero","year":"2015","journal-title":"arXiv:1412.6550"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocv080"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11031138\/10891422.pdf?arnumber=10891422","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T17:44:29Z","timestamp":1749750269000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10891422\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,15]]},"references-count":33,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3542886","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,15]]}}}