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Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges 通过数字孪生实现基于强化学习的资源管理：机遇、应用与挑战
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-08-05 DOI: 10.1109/mnet.2024.3438543
Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom Luan, Xuemin Sherman Shen
{"title":"Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges","authors":"Nan Cheng, Xiucheng Wang, Zan Li, Zhisheng Yin, Tom Luan, Xuemin Sherman Shen","doi":"10.1109/mnet.2024.3438543","DOIUrl":"https://doi.org/10.1109/mnet.2024.3438543","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"16 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141895518","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
Discovery of 6G Services and Resources in Edge-Cloud-Continuum 在边缘-云-连接中发现 6G 服务和资源
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-08-05 DOI: 10.1109/mnet.2024.3438096
Mohammad Farhoudi, Masoud Shokrnezhad, Tarik Taleb, Richard Li, JaeSeung Song
{"title":"Discovery of 6G Services and Resources in Edge-Cloud-Continuum","authors":"Mohammad Farhoudi, Masoud Shokrnezhad, Tarik Taleb, Richard Li, JaeSeung Song","doi":"10.1109/mnet.2024.3438096","DOIUrl":"https://doi.org/10.1109/mnet.2024.3438096","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"12 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141895656","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 Effective Retrieval Augmented Generative Services in 6G Networks 在 6G 网络中实现有效的检索增强生成服务
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-08-01 DOI: 10.1109/mnet.2024.3436670
Xi Huang, Yinxu Tang, Junling Li, Ning Zhang, Xuemin Sherman Shen
{"title":"Toward Effective Retrieval Augmented Generative Services in 6G Networks","authors":"Xi Huang, Yinxu Tang, Junling Li, Ning Zhang, Xuemin Sherman Shen","doi":"10.1109/mnet.2024.3436670","DOIUrl":"https://doi.org/10.1109/mnet.2024.3436670","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"176 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141877488","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-Analog Transmission Framework for Task-Oriented Semantic Communications 面向任务的语义通信数字模拟传输框架
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-30 DOI: 10.1109/mnet.2024.3435848
Yuzhou Fu, Wenchi Cheng, Wei Zhang, Jingqing Wang
{"title":"Digital-Analog Transmission Framework for Task-Oriented Semantic Communications","authors":"Yuzhou Fu, Wenchi Cheng, Wei Zhang, Jingqing Wang","doi":"10.1109/mnet.2024.3435848","DOIUrl":"https://doi.org/10.1109/mnet.2024.3435848","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"74 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857752","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 Language Models for Networking: Applications, Enabling Techniques, and Challenges 用于网络的大型语言模型：应用、实现技术和挑战
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-30 DOI: 10.1109/mnet.2024.3435752
Yudong Huang, Hongyang Du, Xinyuan Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuo Wang, Tao Huang
{"title":"Large Language Models for Networking: Applications, Enabling Techniques, and Challenges","authors":"Yudong Huang, Hongyang Du, Xinyuan Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuo Wang, Tao Huang","doi":"10.1109/mnet.2024.3435752","DOIUrl":"https://doi.org/10.1109/mnet.2024.3435752","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"44 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857756","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
S2EWSN: A Conceptual Paradigm SWIPT-enabled Scalable Energy-sustainable Wireless Sensor Networks S2EWSN：支持 SWIPT 的可扩展能源可持续无线传感器网络概念范式
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-30 DOI: 10.1109/mnet.2024.3435866
Deyu Lin, Shucheng Li, Yujie Zhang, Jianfeng Xu, Xin Wei, Yong Liang Guan
{"title":"S2EWSN: A Conceptual Paradigm SWIPT-enabled Scalable Energy-sustainable Wireless Sensor Networks","authors":"Deyu Lin, Shucheng Li, Yujie Zhang, Jianfeng Xu, Xin Wei, Yong Liang Guan","doi":"10.1109/mnet.2024.3435866","DOIUrl":"https://doi.org/10.1109/mnet.2024.3435866","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"18 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141857753","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
ROSE: A Receiver-Oriented Semantic Communication Framework ROSE：面向接收器的语义通信框架
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-29 DOI: 10.1109/mnet.2024.3435038
Zhiyi Tian, Chenhan Zhang, Weiqi Wang, Hanna Bogucka, Shui Yu
{"title":"ROSE: A Receiver-Oriented Semantic Communication Framework","authors":"Zhiyi Tian, Chenhan Zhang, Weiqi Wang, Hanna Bogucka, Shui Yu","doi":"10.1109/mnet.2024.3435038","DOIUrl":"https://doi.org/10.1109/mnet.2024.3435038","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"22 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141794812","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
Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms 在 O-RAN 中实施和评估安全性：接口、智能和平台
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-29 DOI: 10.1109/mnet.2024.3434419
Joshua Groen, Salvatore D’Oro, Utku Demir, Leonardo Bonati, Michele Polese, Tommaso Melodia, Kaushik Chowdhury
{"title":"Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms","authors":"Joshua Groen, Salvatore D’Oro, Utku Demir, Leonardo Bonati, Michele Polese, Tommaso Melodia, Kaushik Chowdhury","doi":"10.1109/mnet.2024.3434419","DOIUrl":"https://doi.org/10.1109/mnet.2024.3434419","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"74 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141794813","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
Positioning under Multipath Environments in Wireless Network: Survey, Design and Opportunities 无线网络多径环境下的定位：调查、设计与机遇
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-29 DOI: 10.1109/mnet.2024.3435087
Liangbo Xie, Yukun Zhang, Changming Zhao, Chenlin Zhang, Zhou Mu, Xiaolong Yang
{"title":"Positioning under Multipath Environments in Wireless Network: Survey, Design and Opportunities","authors":"Liangbo Xie, Yukun Zhang, Changming Zhao, Chenlin Zhang, Zhou Mu, Xiaolong Yang","doi":"10.1109/mnet.2024.3435087","DOIUrl":"https://doi.org/10.1109/mnet.2024.3435087","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"48 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141794862","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 Web 3.0 Meets Reality: A Hyperdimensional Fractal Polytope P2P Ecosystems 当 Web 3.0 遇上现实：超维分形多面体 P2P 生态系统
IF 9.3 2区 计算机科学
IEEE Network Pub Date : 2024-07-24 DOI: 10.1109/mnet.2024.3425223
Hao Xu, Yunqing Sun, Xiaoshuai Zhang, Erwu Liu, Chih-Lin I
{"title":"When Web 3.0 Meets Reality: A Hyperdimensional Fractal Polytope P2P Ecosystems","authors":"Hao Xu, Yunqing Sun, Xiaoshuai Zhang, Erwu Liu, Chih-Lin I","doi":"10.1109/mnet.2024.3425223","DOIUrl":"https://doi.org/10.1109/mnet.2024.3425223","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"79 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141755023","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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