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Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Yan Zhu
;
Peng Yang
;
Jingyang Zhu
;
Dingzhu Wen
;
Ting Wang
收藏
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浏览/下载:57/0
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提交时间:2025/03/18
Edge computing
Integrated circuit design
Network security
Privacy by design
Satellite communication systems
Tropics
Architecture designs
Design optimization
Fine tuning
Foundation models
Intelligence models
Low earth orbit satellites
Modeling architecture
Proposed architectures
Satellite data
System optimizations
Secure Gradient Aggregation for Wireless Multi-Server Federated Learning
会议论文
2023 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Taipei, Taiwan, 25-30 June 2023
作者:
Zhenhao Huang
;
Songze Li
;
Kai Liang
;
Youlong Wu
Adobe PDF(1500Kb)
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浏览/下载:294/0
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提交时间:2023/10/07
Wireless communication
Wireless sensor networks
Federated learning
Downlink
Encoding
Servers
Communication system security
GREYHOUND: Directed Greybox Wi-Fi Fuzzing
期刊论文
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2022, 卷号: 19, 期号: 2, 页码: 1
作者:
Matheus E. Garbelini
;
Chundong Wang
;
Sudipta Chattopadhyay
Adobe PDF(2553Kb)
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浏览/下载:394/9
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提交时间:2020/09/01
Wireless Confidentiality
Protocols
Wireless communication
Communication system security
Fuzzing
Authentication
Tools
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 卷号: 40, 期号: 1
作者:
Letaief, Khaled B.
;
Shi, Yuanming
;
Lu, Jianmin
;
Lu, Jianhua
Adobe PDF(25205Kb)
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浏览/下载:784/148
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提交时间:2021/12/17
5G mobile communication systems
Application programs
Computer architecture
Data Analytics
Deep learning
Energy utilization
Job analysis
Network architecture
Quality of service
Wireless networks
6g
6g mobile communication
Communication system security
Edge artificial intelligence
Edge inference
Edge training
End to end
End-to-end architecture
Federated learning
Large-scale optimization
Mobile communications
Over the airs
Over-the-air computation
Resources allocation
Service-driven resource allocation
Task analysis
Task-oriented
Task-oriented communication
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory
期刊论文
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 卷号: 39, 期号: 12, 页码: 3772-3789
作者:
Lintao Li
;
Longwei Yang
;
Xin Guo
;
Yuanming Shi
;
Haiming Wang
Adobe PDF(4392Kb)
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收藏
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浏览/下载:892/238
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提交时间:2021/12/10
Wireless communication
Delays
Computational modeling
Communication system security
Analytical models
Wireless sensor networks
Training
Wireless federated learning
task-oriented communications
delay analysis
saddle point approximation
large deviation theory
extreme value theory
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