{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T01:38:22Z","timestamp":1780709902600,"version":"3.54.1"},"reference-count":23,"publisher":"Zhejiang University Press","issue":"5","license":[{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Front Inform Technol Electron Eng"],"published-print":{"date-parts":[[2024,5]]},"DOI":"10.1631\/fitee.2300122","type":"journal-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T05:01:54Z","timestamp":1717736514000},"page":"713-727","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Communication efficiency optimization of federated learning for computing and network convergence of 6G networks","\u9762\u54116G\u7b97\u529b\u7f51\u7edc\u7684\u8054\u90a6\u5b66\u4e60\u901a\u4fe1\u6548\u7387\u4f18\u5316"],"prefix":"10.1631","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6662-3767","authenticated-orcid":false,"given":"Yizhuo","family":"Cai","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Lei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qianying","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Peng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min","family":"Wei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yushun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"635","published-online":{"date-parts":[[2024,6,7]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/iccc52777.2021.9580403"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2020.3024629"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/icdcs51616.2021.00012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/tnet.2020.3035770"},{"key":"ref5","first-page":"3407","article-title":"Clustered sampling: low-variance and improved representativity for clients selection in federated learning","author":"Fraboni","year":"2021","journal-title":"Proc 38th Int Conf on Machine Learning"},{"key":"ref6","first-page":"14068","article-title":"Group knowledge transfer: federated learning of large CNNs at the edge","author":"He","year":"2020","journal-title":"Proc 34th Int Conf on Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref8","volume-title":"Federated learning: strategies for improving communication efficiency.","author":"Kone\u010dn\u00fd","year":"2016"},{"key":"ref9","volume-title":"FedMD: heterogenous federated learning via model distillation.","author":"Li","year":"2019"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/msp.2020.2975749"},{"key":"ref11","first-page":"2351","article-title":"Ensemble distillation for robust model fusion in federated learning","author":"Lin","year":"2020","journal-title":"Proc 34th Int Conf on Neural Information Processing Systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/icc40277.2020.9148862"},{"key":"ref13","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"Proc 20th Int Conf on Artificial Intelligence and Statistics"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/spawc48557.2020.9154266"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/mwc.011.2000501"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/jsait.2021.3054610"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2022.3215805"},{"key":"ref18","article-title":"Computing power network: a survey","volume-title":"China Commun, early access","author":"Sun","year":"2022"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2021.3058573"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tc.2020.2994391"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/tcomm.2019.2944169"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2020.3037554"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2021.12.002"}],"container-title":["Frontiers of Information Technology &amp; Electronic Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2300122.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1631\/FITEE.2300122\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1631\/FITEE.2300122.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T07:07:55Z","timestamp":1771657675000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1631\/FITEE.2300122"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5]]},"references-count":23,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2024,5]]}},"alternative-id":["2005"],"URL":"https:\/\/doi.org\/10.1631\/fitee.2300122","relation":{},"ISSN":["2095-9184","2095-9230"],"issn-type":[{"value":"2095-9184","type":"print"},{"value":"2095-9230","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5]]},"assertion":[{"value":"28 February 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 October 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 June 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"All the authors declare that they have no conflict of interest.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}