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检索条件"机构=Frost Institute for Data Science and Computing"
36 条 记 录,以下是21-30 订阅
排序:
Enhancing Blockchain Storage Efficiency in Mobile IoT through Multidimensional Structures and Collective Signing
Enhancing Blockchain Storage Efficiency in Mobile IoT throug...
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IEEE International Conference on Blockchain (Blockchain)
作者: Hussein Zangoti Alex Pissinou Makki Wazir Zada Khan Niki Pissinou School of Computing and Information Sciences Florida International University Miami FL USA Faculty of Computer Science & Information Technology Jazan University Jazan Saudi Arabia Frost Institute of Data Science and Computing University of Miami Miami FL USA University of Wah Wah Cantt Pakistan
The rapidly evolving mobile IoT landscape, driven by mobile financial applications, self-driving cars, wearables, and health monitoring devices, confronts substantial blockchain storage challenges due to decentralized... 详细信息
来源: 评论
A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy
A Joint Communication and Learning Design for Secure Federat...
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IEEE Conference on Vehicular Technology (VTC)
作者: Licheng Lin Zhaohui Yang Qianqian Yang Mingzhe Chen Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA College of Information Science and Electronic Engineering Zhejiang University Hangzhou China Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA
In this paper, the problem of resource allocation for non-orthogonal multiple access (NOMA) enabled secure federated learning (FL) is investigated. In the considered model, a set of users participate in the FL trainin... 详细信息
来源: 评论
A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI
arXiv
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arXiv 2024年
作者: Shui, Tingyu Saad, Walid Chen, Mingzhe Bradley Department of Electrical and Computer Engineering Virginia Tech ArlingtonVA22203 United States Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States
Cellular vehicle-to-everything (C-V2X) networks provide a promising solution to improve road safety and traffic efficiency. One key challenge in such systems lies in meeting different quality-of-service (QoS) requirem... 详细信息
来源: 评论
Digital Twin-Assisted data-Driven Optimization for Reliable Edge Caching in Wireless Networks
arXiv
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arXiv 2024年
作者: Zhang, Zifan Liu, Yuchen Peng, Zhiyuan Chen, Mingzhe Xu, Dongkuan Cui, Shuguang Department of Computer Science North Carolina State University RaleighNC27695 United States Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States School of Science and Engineering The Chinese University of Hong Kong Shenzhen China
Optimizing edge caching is crucial for the advancement of next-generation (nextG) wireless networks, ensuring high-speed and low-latency services for mobile users. Existing data-driven optimization approaches often la... 详细信息
来源: 评论
RIS-Assisted Passive Localization (RAPL): An Efficient Zero-Overhead Framework Using Conditional Sample Mean
arXiv
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arXiv 2025年
作者: Yao, Jiawei Mao, Yijie Chen, Mingzhe Hu, Ye School of Information Science and Technology ShanghaiTech University Shanghai201210 China Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States Department of Industrial and Systems Engineering University of Miami Coral GablesFL33146 United States
Reconfigurable Intelligent Surface (RIS) has been recognized as a promising solution for enhancing localization accuracy. Traditional RIS-based localization methods typically rely on prior channel knowledge, beam scan... 详细信息
来源: 评论
Joint Optimization of Model Splitting and Device Task Assignment for Private Multi-hop Split Learning
Joint Optimization of Model Splitting and Device Task Assign...
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Annual Conference on Information sciences and Systems (CISS)
作者: Dongyu Wei Qianqian Zhang Yuchen Liu Mingzhe Chen Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA Department of Electrical and Computer Engineering Rowan University Glassboro NJ USA Department of Computer Science NC State University Raleigh NC USA Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA
In this paper, a deceptive signal-assisted private split learning is investigated. In our model, several edge devices jointly perform collaborative training, and some eavesdroppers aim to collect the model and data in... 详细信息
来源: 评论
A Joint Gradient and Loss Based Clustered Federated Learning Design
A Joint Gradient and Loss Based Clustered Federated Learning...
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IEEE Conference on Global Communications (GLOBECOM)
作者: Licheng Lin Zhaohui Yang Yusen Wu Yuchen Liu Mingzhe Chen Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA College of Information Science and Electronic Engineering Zhejiang University Hangzhou China Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA Department of Computer Science North Carolina State University Raleigh NC USA
In this paper, a novel clustered FL framework that enables distributed edge devices with non-IID data to independently form several clusters in a distributed manner and implement FL training within each cluster is pro... 详细信息
来源: 评论
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks
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IEEE Internet of Things Journal 2025年
作者: Yu, Hanzhi Liu, Yuchen Yang, Zhaohui Sun, Haijian Chen, Mingzhe University of Miami Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing Coral GablesFL33146 United States North Carolina State University Department of Computer Science RaleighNC27695 United States Zhejiang University College of Information Science and Electronic Engineering Hangzhou310027 China University of Georgia School of Electrical and Computer Engineering AthensGA30602 United States
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT), which serves as a virtual representation of the physical network. The considered network include... 详细信息
来源: 评论
Contextual Combinatorial Beam Management via Online Probing for Multiple Access mmWave Wireless Networks
arXiv
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arXiv 2024年
作者: Li, Zhizhen Luo, Xuanhao Chen, Mingzhe Xu, Chenhan Mao, Shiwen Liu, Yuchen The Department of Computer Science North Carolina State University United States The Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States The Department of Electrical and Computer Engineering Auburn University AuburnAL36849-5201 United States
Due to the exponential increase in wireless devices and a diversification of network services, unprecedented challenges, such as managing heterogeneous data traffic and massive access demands, have arisen in next-gene... 详细信息
来源: 评论
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks
arXiv
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arXiv 2025年
作者: Yu, Hanzhi Liu, Yuchen Yang, Zhaohui Sun, Haijian Chen, Mingzhe Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States Department of Computer Science North Carolina State University RaleighNC27695 United States College of Information Science and Electronic Engineering Zhejiang University Hangzhou310027 China School of Electrical and Computer Engineering University of Georgia AthensGA30602 United States
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT), which serves as a virtual representation of the physical network. The considered network include... 详细信息
来源: 评论