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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:46/0
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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
Knowing The Spec to Explore The Design via Transformed Bayesian Optimization
会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:
Donger, Luo
;
Qi, Sun
;
Xinheng, Li
;
Chen, Bai
;
Bei, Yu
Adobe PDF(1430Kb)
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收藏
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浏览/下载:141/5
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提交时间:2024/12/27
Gaussian distribution
Integrated circuit design
Optimal systems
Pareto principle
Printed circuit design
Problem oriented languages
Space applications
System-on-chip
Architecture designs
Bayesian optimization
Chip design
Chip-scale
Design space exploration
Design specification
Exploration methods
Language model
Pareto front
SoC architecture
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shi, Yuanming
;
Zeng, Li
;
Zhu, Jingyang
;
Zhou, Yong
;
Jiang, Chunxiao
Adobe PDF(21668Kb)
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收藏
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浏览/下载:429/13
|
提交时间:2024/08/09
Communication satellites
Learning systems
Orbits
Remote sensing
Satellite communication systems
Transmissions
Architecture designs
Convergence analysis
Design Analysis
Earth orbits
Federated edge learning
Intersatellite links
Learning architectures
Low-earth-orbit mega-constellation
Model aggregations
Satellite communications
Development and validation of real-time modeling and simulation platform for molten salt reactor based on EPICS framework
期刊论文
HE JISHU/NUCLEAR TECHNIQUES, 2023, 卷号: 46, 期号: 11
作者:
Chen, Shichao
;
Li, Rui
;
Zuo, Xiandi
;
Liu, Haijun
;
Yu, Kaicheng
Adobe PDF(1764Kb)
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收藏
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浏览/下载:168/0
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提交时间:2024/01/19
Computer architecture
Fused salts
Man machine systems
Molten salt reactor
Nuclear energy
Nuclear power plants
Nuclear reactor accidents
Open systems
Personnel training
Real time systems
Simulation platform
Control and protection
Experimental physic and industrial control system
Experimental physics
Industrial control systems
Liquid-fueled molten salt reactor
Modeling and simulation platforms
Reactor designs
Real time modeling
Realtime simulation (RTS)
RELAP5
A Closer Look at Self-Supervised Lightweight Vision Transformers
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Honolulu, HI, United states, July 23, 2023 - July 29, 2023
作者:
Wang, Shaoru
;
Gao, Jin
;
Li, Zeming
;
Zhang, Xiaoqin
;
Hu, Weiming
Adobe PDF(3494Kb)
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收藏
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浏览/下载:159/0
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提交时间:2024/01/19
Supervised learning
Architecture designs
Classification tasks
Down-stream
Images classification
Large-scales
Performance
Pre-training
Prediction tasks
Training methods
Transformer performance
Joint Precoding Design for Sub-Connected Hybrid Beamforming System
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Yunbo Hu
;
Hua Qian
;
Kai Kang
;
Xiliang Luo
;
Hongbin Zhu
Adobe PDF(497Kb)
|
收藏
|
浏览/下载:391/0
|
提交时间:2023/07/21
Beamforming
Millimeter waves
MIMO systems
Network architecture
Hybrid beamforming
Joint precoding
Massive multiple-input multiple-output
Multiple inputs
Multiple outputs
Multiple-Input Multiple- Output systems
Optimisations
Precoding designs
Sum-rate
The sub-connected architecture
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