Pub Date : 2024-10-17DOI: 10.1109/tccn.2024.3482354
Li Zhou, Xinfeng Deng, Zhe Wang, Xiaoying Zhang, Yanjie Dong, Xiping Hu, Zhaolong Ning, Jibo Wei
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Pub Date : 2024-10-14DOI: 10.1109/tccn.2024.3480045
Guoliang Cheng, Peichun Li, Beihai Tan, Rong Yu, Yuan Wu, Miao Pan
{"title":"Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency","authors":"Guoliang Cheng, Peichun Li, Beihai Tan, Rong Yu, Yuan Wu, Miao Pan","doi":"10.1109/tccn.2024.3480045","DOIUrl":"https://doi.org/10.1109/tccn.2024.3480045","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"59 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142439849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-14DOI: 10.1109/tccn.2024.3480053
Yulan Gao, Ziqiang Ye, Yue Xiao, Ming Xiao, Wei Xiang
{"title":"Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks","authors":"Yulan Gao, Ziqiang Ye, Yue Xiao, Ming Xiao, Wei Xiang","doi":"10.1109/tccn.2024.3480053","DOIUrl":"https://doi.org/10.1109/tccn.2024.3480053","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"9 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142439843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-07DOI: 10.1109/tccn.2024.3474709
Xueyu Wu, Youngwook Ko, Andy M. Tyrrell
{"title":"Distributed Multi-Agent Reinforcement Learning for Heterogeneous NOMA-ALOHA Systems","authors":"Xueyu Wu, Youngwook Ko, Andy M. Tyrrell","doi":"10.1109/tccn.2024.3474709","DOIUrl":"https://doi.org/10.1109/tccn.2024.3474709","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"54 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142384767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-07DOI: 10.1109/TCCN.2024.3463909
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