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Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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收藏
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浏览/下载:81/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 1-1
作者:
Wang, Zixin
;
Bennis, Mehdi
;
Zhou, Yong
Adobe PDF(3843Kb)
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浏览/下载:338/1
|
提交时间:2024/08/23
Servers
Resource management
Optimization
Job shop scheduling
Stability criteria
Access control
Wireless sensor networks
power control
bandwidth allocation
wireless networked control system
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024
作者:
Zhou Fangtong
;
Wang Zhibin
;
Shi Yuanming
;
Zhou Yong
Adobe PDF(693Kb)
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浏览/下载:453/5
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提交时间:2024/05/27
Combinatorial optimization
Energy utilization
Frequency allocation
Resource allocation
Routing algorithms
Satellite communication systems
Satellite links
Tropics
Computing resource
Convergence time
Data resources
Decentralised
Ground stations
Joint resource allocations
Learning frameworks
Resource routing
Routing selection
Selection algorithm
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
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浏览/下载:193/4
|
提交时间:2024/09/18
Convex optimization
Integer programming
Resource allocation
Scheduling algorithms
Sensory analysis
Sensory perception
Device scheduling
Edge AI inference
Integrated sensing
Integrated sensing-communication-computation
Multi tasks
Multi-task optimization
Multi-views
Optimisations
Resources allocation
Scheduling/allocation
Federated Edge Learning for 6G: Foundations, Methodologies, and Applications
期刊论文
PROCEEDINGS OF THE IEEE, 2024, 卷号: PP, 期号: 99
作者:
Meixia Tao
;
Yong Zhou
;
Yuanming Shi
;
Jianmin Lu
;
Shuguang Cui
Adobe PDF(4495Kb)
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浏览/下载:272/1
|
提交时间:2024/12/17
Resource allocation
Diverse range
Domain specific
Domain-specific optimization
Federated edge learning
Integrated sensingacommunicationacomputation
Intelligent applications
Optimisations
Sixth-generation (6g)
Task-oriented
Task-oriented communication
Robust Power Allocation for Integrated Visible Light Positioning and Communication Networks
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 8, 页码: 1-1
作者:
Shuai Ma
;
Ruixin Yang
;
Chun Du
Adobe PDF(1780Kb)
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浏览/下载:479/128
|
提交时间:2023/06/30
Channel state information
Constrained optimization
Cramer-Rao bounds
Light emitting diodes
Random errors
Value engineering
Downlink
Light positioning
Lightemitting diode
Outage probability
Resource management
Robust power allocation
Symmetric matrices
Uplink
Visible light
Visible light positioning
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Hong Kong, China, October 10, 2023 - October 13, 2023
作者:
Ye, Xinrui
;
Sun, Yanzan
;
Wen, Dingzhu
;
Pan, Guanjin
;
Zhang, Shunqing
Adobe PDF(1160Kb)
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浏览/下载:369/85
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提交时间:2024/01/19
Convex optimization
Deep neural networks
Mobile edge computing
Object detection
Queueing theory
Resource allocation
Stochastic models
Stochastic systems
Delay minimization
Edge intelligence
End to end delay
Joint optimization
Multi dimensional
Network partitioning
Network resource
Partitioning inference
Reinforcement learnings
Resources allocation
Adaptive Power Allocation with Real-Time Monitoring and Optimization for Fuel Cell/Supercapacitor Hybrid Energy Storage Systems
会议论文
IECON 2022 – 48TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, Brussels, Belgium, 17-20 Oct. 2022
作者:
Qiuyu Li
;
Hengzhao Yang
;
Qian Xun
Adobe PDF(1574Kb)
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收藏
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浏览/下载:304/0
|
提交时间:2023/03/26
Electric vehicles
fuel cell
supercapacitor
adaptive power allocation
real-time monitoring and optimization
An End-to-end and Adaptive I/O Optimization Tool for Modern HPC Storage Systems
会议论文
PROCEEDINGS - 2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM, IPDPS 2022, Virtual, Online, France, May 30, 2022 - June 3, 2022
作者:
Bin Yang
;
Yanliang Zou
;
Weiguo Liu
;
Wei Xue
Adobe PDF(1230Kb)
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浏览/下载:410/0
|
提交时间:2022/09/09
Network architecture
Supercomputers
Virtual storage
Autotuning
End to end
I/O modeling
Load imbalance
Optimization tools
Performance
Resources allocation
Storage systems
Sunway taihulight
Systems parameters
Task Offloading and Resource Allocation in CPU-GPU Heterogeneous Networks
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Chenyu Gong
;
Mulei Ma
;
Liantao Wu
;
Wenxiang Liu
;
Yong Zhou
Adobe PDF(820Kb)
|
收藏
|
浏览/下载:530/0
|
提交时间:2023/03/10
omputation offloading
Computing power
Convex optimization
Energy utilization
Green computing
Heterogeneous networks
Integer programming
Multitasking
Nonlinear programming
Program processors
Resource allocation
Scheduling algorithms
Simulated annealing
Computing capability
Convex optimization algorithms
CPU-GPU
General purpose CPUs
Parallel com- puting
Research topics
Resources allocation
Simulated annealing optimization
Task offloading
Tasks scheduling
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