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Toward Resource-Efficient Collaboration of Large AI Models in Mobile Edge Networks 移动边缘网络中大型人工智能模型的资源高效协作
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2026-01-14 DOI: 10.1109/mnet.2025.3650049
Peichun Li, Liping Qian, Dusit Niyato, Shiwen Mao, Yuan Wu
{"title":"Toward Resource-Efficient Collaboration of Large AI Models in Mobile Edge Networks","authors":"Peichun Li, Liping Qian, Dusit Niyato, Shiwen Mao, Yuan Wu","doi":"10.1109/mnet.2025.3650049","DOIUrl":"https://doi.org/10.1109/mnet.2025.3650049","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"19 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972221","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
Multi-Agent Collaborative Reasoning via Cloud-Edge Framework 基于云边缘框架的多智能体协同推理
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2026-01-14 DOI: 10.1109/mnet.2026.3651036
Jiandian Zeng, Junjie Liao, Shaochen Sun, Guangxue Zhang, Changfu Xu, Huaijin Liu, Yang Li
{"title":"Multi-Agent Collaborative Reasoning via Cloud-Edge Framework","authors":"Jiandian Zeng, Junjie Liao, Shaochen Sun, Guangxue Zhang, Changfu Xu, Huaijin Liu, Yang Li","doi":"10.1109/mnet.2026.3651036","DOIUrl":"https://doi.org/10.1109/mnet.2026.3651036","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"83 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145972222","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
RMVS: Energy-Efficient VM Scheduling for Flexible Manufacturing in Sensor-Cloud Industrial IoT Environments RMVS：面向传感器云工业物联网环境下柔性制造的节能虚拟机调度
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2026-01-13 DOI: 10.1109/mnet.2025.3650549
Yuzhe Huang, Huahu Xu, Honghao Gao
{"title":"RMVS: Energy-Efficient VM Scheduling for Flexible Manufacturing in Sensor-Cloud Industrial IoT Environments","authors":"Yuzhe Huang, Huahu Xu, Honghao Gao","doi":"10.1109/mnet.2025.3650549","DOIUrl":"https://doi.org/10.1109/mnet.2025.3650549","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"15 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962133","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
A Novel Collaborative Framework for Efficient Synchronization in Split Federated Learning Over Wireless Networks 一种新的无线网络分离联邦学习高效同步协作框架
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2026-01-13 DOI: 10.1109/mnet.2025.3650107
Haoran Gao, Samuel D. Okegbile, Jun Cai
{"title":"A Novel Collaborative Framework for Efficient Synchronization in Split Federated Learning Over Wireless Networks","authors":"Haoran Gao, Samuel D. Okegbile, Jun Cai","doi":"10.1109/mnet.2025.3650107","DOIUrl":"https://doi.org/10.1109/mnet.2025.3650107","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"39 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962351","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
Semantic Communication Meets Heterogeneous Network: Emerging Trends, Opportunities, and Challenges 语义通信满足异构网络：新趋势、机遇和挑战
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-31 DOI: 10.1109/mnet.2025.3646604
Guhan Zheng, Qiang Ni, Aryan Kaushik, Lixia Yang, Yushi Wang, Charilaos Zarakovitis
{"title":"Semantic Communication Meets Heterogeneous Network: Emerging Trends, Opportunities, and Challenges","authors":"Guhan Zheng, Qiang Ni, Aryan Kaushik, Lixia Yang, Yushi Wang, Charilaos Zarakovitis","doi":"10.1109/mnet.2025.3646604","DOIUrl":"https://doi.org/10.1109/mnet.2025.3646604","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"33 1","pages":"1-8"},"PeriodicalIF":9.3,"publicationDate":"2025-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893738","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
Proactive Resource Allocation in Time-Sensitive Mobile-Edge Computing Using LLM-Guided Hierarchical Multi-Agent Reinforcement Learning 基于llm引导的分层多智能体强化学习在时间敏感移动边缘计算中的主动资源分配
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-30 DOI: 10.1109/mnet.2025.3643160
Cong Wang, Jianbao Hao, Sancheng Peng, Ying Yuan, Guorui Li, Guojun Wang
{"title":"Proactive Resource Allocation in Time-Sensitive Mobile-Edge Computing Using LLM-Guided Hierarchical Multi-Agent Reinforcement Learning","authors":"Cong Wang, Jianbao Hao, Sancheng Peng, Ying Yuan, Guorui Li, Guojun Wang","doi":"10.1109/mnet.2025.3643160","DOIUrl":"https://doi.org/10.1109/mnet.2025.3643160","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"30 1","pages":"1-7"},"PeriodicalIF":9.3,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893740","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
AGILE-6G: Agentic AI for Autonomous Management of 6G Network/Application Services AGILE-6G: 6G网络/应用服务自主管理的代理AI
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-30 DOI: 10.1109/mnet.2025.3644039
Angelos Antonopoulos, Elli Kartsakli, Nikolaos Bartzoudis, Dimitrios Brodimas, Dejan Vukobratovic, Dimitris Tsolkas, Ferran Diego, George Roumelas, Lechosław Tomaszewski
{"title":"AGILE-6G: Agentic AI for Autonomous Management of 6G Network/Application Services","authors":"Angelos Antonopoulos, Elli Kartsakli, Nikolaos Bartzoudis, Dimitrios Brodimas, Dejan Vukobratovic, Dimitris Tsolkas, Ferran Diego, George Roumelas, Lechosław Tomaszewski","doi":"10.1109/mnet.2025.3644039","DOIUrl":"https://doi.org/10.1109/mnet.2025.3644039","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"17 1","pages":"1-9"},"PeriodicalIF":9.3,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893741","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
Simultaneous Classical and Quantum Communications: Recent Progress and Three Challenges 同步经典和量子通信：最新进展和三个挑战
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-30 DOI: 10.1109/mnet.2025.3643793
Phuc V. Trinh, Shinya Sugiura, Carlo Ottaviani, Chao Xu, Lajos Hanzo
{"title":"Simultaneous Classical and Quantum Communications: Recent Progress and Three Challenges","authors":"Phuc V. Trinh, Shinya Sugiura, Carlo Ottaviani, Chao Xu, Lajos Hanzo","doi":"10.1109/mnet.2025.3643793","DOIUrl":"https://doi.org/10.1109/mnet.2025.3643793","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"25 1","pages":"1-8"},"PeriodicalIF":9.3,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893739","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
Beyond Compression: A Novel Perspective to Maximize the Model’s Accuracy Through Pruning 超越压缩：通过剪枝最大化模型准确性的新视角
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-25 DOI: 10.1109/mnet.2025.3640724
Xiaocan Li, Yuhan Liu, Kun Xie, Jigang Wen, Yuxiang Chen, Wei Liang, Gaogang Xie
{"title":"Beyond Compression: A Novel Perspective to Maximize the Model’s Accuracy Through Pruning","authors":"Xiaocan Li, Yuhan Liu, Kun Xie, Jigang Wen, Yuxiang Chen, Wei Liang, Gaogang Xie","doi":"10.1109/mnet.2025.3640724","DOIUrl":"https://doi.org/10.1109/mnet.2025.3640724","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"10 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145830168","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
An IoE-Powered Framework for Adaptive Energy-Security Trade-Off in IoT 基于物联网的自适应能源安全权衡框架
IF 9.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Network
Pub Date : 2025-12-24 DOI: 10.1109/mnet.2025.3636907
Mattia Giovanni Spina, Azzedine Boukerche, Floriano De Rango
{"title":"An IoE-Powered Framework for Adaptive Energy-Security Trade-Off in IoT","authors":"Mattia Giovanni Spina, Azzedine Boukerche, Floriano De Rango","doi":"10.1109/mnet.2025.3636907","DOIUrl":"https://doi.org/10.1109/mnet.2025.3636907","url":null,"abstract":"","PeriodicalId":55022,"journal":{"name":"IEEE Network","volume":"9 1","pages":""},"PeriodicalIF":9.3,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145823785","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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