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Large Models for Resource Allocation in Edge Computing Power Networks
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-31 DOI: 10.1109/mnet.2024.3524611
Liyan Sui, Ke Zhang, Fan Wu, Xiaoyan Huang
{"title":"Large Models for Resource Allocation in Edge Computing Power Networks","authors":"Liyan Sui, Ke Zhang, Fan Wu, Xiaoyan Huang","doi":"10.1109/mnet.2024.3524611","DOIUrl":"https://doi.org/10.1109/mnet.2024.3524611","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"192 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142908404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
When Digital Twin Meets Generative AI: Intelligent Closed-Loop Network Management
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-30 DOI: 10.1109/mnet.2024.3524474
Xinyu Huang, Haojun Yang, Conghao Zhou, Mingcheng He, Xuemin Shen, Weihua Zhuang
{"title":"When Digital Twin Meets Generative AI: Intelligent Closed-Loop Network Management","authors":"Xinyu Huang, Haojun Yang, Conghao Zhou, Mingcheng He, Xuemin Shen, Weihua Zhuang","doi":"10.1109/mnet.2024.3524474","DOIUrl":"https://doi.org/10.1109/mnet.2024.3524474","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"23 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142905261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-26 DOI: 10.1109/mnet.2024.3523181
Jiayi He, Xiaofeng Luo, Jiawen Kang, Hongyang Du, Zehui Xiong, Ci Chen, Dusit Niyato, Xuemin Shen
{"title":"Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks","authors":"Jiayi He, Xiaofeng Luo, Jiawen Kang, Hongyang Du, Zehui Xiong, Ci Chen, Dusit Niyato, Xuemin Shen","doi":"10.1109/mnet.2024.3523181","DOIUrl":"https://doi.org/10.1109/mnet.2024.3523181","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"64 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142887466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Model-Driven Federated Learning for Rational and Data-Efficient in Social Mobile Network
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-26 DOI: 10.1109/mnet.2024.3522477
Jianfeng Lu, Ying Zhang, Shuqin Cao, Wei Wang, Changbing Tang
{"title":"Optimizing Model-Driven Federated Learning for Rational and Data-Efficient in Social Mobile Network","authors":"Jianfeng Lu, Ying Zhang, Shuqin Cao, Wei Wang, Changbing Tang","doi":"10.1109/mnet.2024.3522477","DOIUrl":"https://doi.org/10.1109/mnet.2024.3522477","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"32 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142887587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-25 DOI: 10.1109/mnet.2024.3522588
Lei Lei, Kan Zheng, Jie Mei, Xuemin Shen
{"title":"VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network","authors":"Lei Lei, Kan Zheng, Jie Mei, Xuemin Shen","doi":"10.1109/mnet.2024.3522588","DOIUrl":"https://doi.org/10.1109/mnet.2024.3522588","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"98 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-25 DOI: 10.1109/mnet.2024.3522284
Masoud Shokrnezhad, Hao Yu, Tarik Taleb, Richard Li, Kyunghan Lee, Jaeseung Song, Cedric Westphal
{"title":"Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)","authors":"Masoud Shokrnezhad, Hao Yu, Tarik Taleb, Richard Li, Kyunghan Lee, Jaeseung Song, Cedric Westphal","doi":"10.1109/mnet.2024.3522284","DOIUrl":"https://doi.org/10.1109/mnet.2024.3522284","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"151 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent Management and Computing for Trustworthy Services under 6G-Empowered Cyber-Physical-Social System
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-25 DOI: 10.1109/mnet.2024.3522294
Chenlu Zhu, Xiaoxuan Fan, Wujie Zheng, Suning Chen, Shenghao Liu, Xianjun Deng, Young-Sik Jeong
{"title":"Intelligent Management and Computing for Trustworthy Services under 6G-Empowered Cyber-Physical-Social System","authors":"Chenlu Zhu, Xiaoxuan Fan, Wujie Zheng, Suning Chen, Shenghao Liu, Xianjun Deng, Young-Sik Jeong","doi":"10.1109/mnet.2024.3522294","DOIUrl":"https://doi.org/10.1109/mnet.2024.3522294","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"2 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142888823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Equilibrium Strategies in Network Games with Generative AI
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-24 DOI: 10.1109/mnet.2024.3521887
Yaoqi Yang, Hongyang Du, Geng Sun, Zehui Xiong, Dusit Niyato, Zhu Han
{"title":"Exploring Equilibrium Strategies in Network Games with Generative AI","authors":"Yaoqi Yang, Hongyang Du, Geng Sun, Zehui Xiong, Dusit Niyato, Zhu Han","doi":"10.1109/mnet.2024.3521887","DOIUrl":"https://doi.org/10.1109/mnet.2024.3521887","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"34 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142884097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tensor-Empowered Lightweight Representations for Personalized Federated Learning in Heterogeneous 6G Networks
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-23 DOI: 10.1109/mnet.2024.3521004
Ruonan Zhao, Laurence T. Yang, Debin Liu, Xiangli Yang, Meiqi Wang
{"title":"Tensor-Empowered Lightweight Representations for Personalized Federated Learning in Heterogeneous 6G Networks","authors":"Ruonan Zhao, Laurence T. Yang, Debin Liu, Xiangli Yang, Meiqi Wang","doi":"10.1109/mnet.2024.3521004","DOIUrl":"https://doi.org/10.1109/mnet.2024.3521004","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"31 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-12-23 DOI: 10.1109/mnet.2024.3520983
Xianfu Chen, Celimuge Wu, Yi Shen, Yusheng Ji, Tsutomu Yoshinaga, Qiang Ni, Charilaos C. Zarakovitis, Honggang Zhang
{"title":"Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs","authors":"Xianfu Chen, Celimuge Wu, Yi Shen, Yusheng Ji, Tsutomu Yoshinaga, Qiang Ni, Charilaos C. Zarakovitis, Honggang Zhang","doi":"10.1109/mnet.2024.3520983","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520983","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"1 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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