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Tensor-Empowered Lightweight Representations for Personalized Federated Learning in Heterogeneous 6G Networks 异构6G网络中个性化联邦学习的张量授权轻量级表示
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-23 DOI: 10.1109/mnet.2024.3521004
Ruonan Zhao, Laurence T. Yang, Debin Liu, Xiangli Yang, Meiqi Wang
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引用次数: 0
Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs 6G中的通信与控制协同设计：基于llm的顺序决策
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
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
Agent-as-a-Service: an AI-native Edge Computing Framework for 6G Networks 代理即服务：6G网络的人工智能原生边缘计算框架
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-23 DOI: 10.1109/mnet.2024.3520987
Borui Li, Tianen Liu, Weilong Wang, Chengqing Zhao, Shuai Wang
{"title":"Agent-as-a-Service: an AI-native Edge Computing Framework for 6G Networks","authors":"Borui Li, Tianen Liu, Weilong Wang, Chengqing Zhao, Shuai Wang","doi":"10.1109/mnet.2024.3520987","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520987","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"292 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879954","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
Detection of Collusive Interest Flooding Attacks on Named Data Networks Based on Word Extraction for Time Series Classification 基于单词提取的时间序列分类法检测命名数据网络中的串通兴趣泛滥攻击
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-20 DOI: 10.1109/mnet.2024.3519793
Ying Huang, Rui Hou, Guanglin Xing, Mianxiong Dong, Kaoru Ota, Deze Zeng
{"title":"Detection of Collusive Interest Flooding Attacks on Named Data Networks Based on Word Extraction for Time Series Classification","authors":"Ying Huang, Rui Hou, Guanglin Xing, Mianxiong Dong, Kaoru Ota, Deze Zeng","doi":"10.1109/mnet.2024.3519793","DOIUrl":"https://doi.org/10.1109/mnet.2024.3519793","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"73 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142867140","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
Large Generative Model-enabled Digital Twin for 6G Networks 基于大型生成模型的6G网络数字孪生模型
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-19 DOI: 10.1109/mnet.2024.3520124
Yi Yang, Wen Sun, Jianhua He, Yaru Fu, Lexi Xu
{"title":"Large Generative Model-enabled Digital Twin for 6G Networks","authors":"Yi Yang, Wen Sun, Jianhua He, Yaru Fu, Lexi Xu","doi":"10.1109/mnet.2024.3520124","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520124","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"21 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142858404","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
Federated Learning Meets Urban Opportunistic Crowdsensing in 6G Networks: Opportunities, Challenges and Optimization Potentials 联邦学习与6G网络中的城市机会众感：机遇、挑战和优化潜力
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-19 DOI: 10.1109/mnet.2024.3520552
Wenjun Zhang, Xiaoli Liu, Chao Zhu, Samu Varjonen, Fangxin Wang, Sasu Tarkoma
{"title":"Federated Learning Meets Urban Opportunistic Crowdsensing in 6G Networks: Opportunities, Challenges and Optimization Potentials","authors":"Wenjun Zhang, Xiaoli Liu, Chao Zhu, Samu Varjonen, Fangxin Wang, Sasu Tarkoma","doi":"10.1109/mnet.2024.3520552","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520552","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"24 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142858405","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
On Scheduling Early-exit Layers for Model Pipeline in 6G-based Edge Inference 基于6g边缘推理的模型管道提前退出层调度
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-19 DOI: 10.1109/mnet.2024.3520555
Yuxiao Liu, Rui Han, Qinglong Zhang, Haiting Hou, Chi Harold Liu, Lydia Y. Chen
{"title":"On Scheduling Early-exit Layers for Model Pipeline in 6G-based Edge Inference","authors":"Yuxiao Liu, Rui Han, Qinglong Zhang, Haiting Hou, Chi Harold Liu, Lydia Y. Chen","doi":"10.1109/mnet.2024.3520555","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520555","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"263 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142858406","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
Digital Twin Enabled 6G Cell-Free Multi-Function Reconfigurable Metasurfaces Communications: Concepts, Challenges and Future Directions 数字孪生支持的6G无蜂窝多功能可重构元表面通信：概念、挑战和未来方向
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-19 DOI: 10.1109/mnet.2024.3520242
Tiantian Zhang, Dongyang Xu, Osama Alfarraj, Hailin Feng, Anwer Al-Dulaimi, Keping Yu, Shahid Mumtaz
{"title":"Digital Twin Enabled 6G Cell-Free Multi-Function Reconfigurable Metasurfaces Communications: Concepts, Challenges and Future Directions","authors":"Tiantian Zhang, Dongyang Xu, Osama Alfarraj, Hailin Feng, Anwer Al-Dulaimi, Keping Yu, Shahid Mumtaz","doi":"10.1109/mnet.2024.3520242","DOIUrl":"https://doi.org/10.1109/mnet.2024.3520242","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"74 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142858455","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
Virtualizing Next-generation Programmable Networks: Techniques, Use Cases, and Promising Future Directions 虚拟化下一代可编程网络：技术、用例和有希望的未来方向
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-18 DOI: 10.1109/mnet.2024.3519729
Xiang Chen, Hongyang Du, Wenjing Liu, Hongyan Liu, Jianshan Zhang, Xu Yang, Dong Zhang, Chunming Wu, Xuan Liu, Dusit Niyato
{"title":"Virtualizing Next-generation Programmable Networks: Techniques, Use Cases, and Promising Future Directions","authors":"Xiang Chen, Hongyang Du, Wenjing Liu, Hongyan Liu, Jianshan Zhang, Xu Yang, Dong Zhang, Chunming Wu, Xuan Liu, Dusit Niyato","doi":"10.1109/mnet.2024.3519729","DOIUrl":"https://doi.org/10.1109/mnet.2024.3519729","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"12 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849578","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
Utilizing Large Language Models for Advanced Optimization and Intelligent Management in Space-Air-Ground Integrated Networks 利用大语言模型进行天空地综合网络先进优化与智能管理
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2024-12-18 DOI: 10.1109/mnet.2024.3519664
Jie Tang, Fengxiao Tang, Sifan Long, Ming Zhao, Nei Kato
{"title":"Utilizing Large Language Models for Advanced Optimization and Intelligent Management in Space-Air-Ground Integrated Networks","authors":"Jie Tang, Fengxiao Tang, Sifan Long, Ming Zhao, Nei Kato","doi":"10.1109/mnet.2024.3519664","DOIUrl":"https://doi.org/10.1109/mnet.2024.3519664","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"27 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142849577","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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