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Joint Task Offloading and Energy Harvesting in Space–Air–Ground Integrated MEC Networks
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 8, 页码: 9638-9652
作者:
Yuexia Zhang
;
Yunong Yang
;
Siyu Zhang
;
Sheng Wu
Adobe PDF(745Kb)
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收藏
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浏览/下载:176/1
|
提交时间:2024/11/11
Computation offloading
Mobile edge computing
Queueing theory
Resource allocation
Air grounds
Edge computing
Energy
Integrated networks
Optimisations
Resources allocation
Space-air-ground integrated network
Task executions
Task offloading
Terminal devices
Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99
作者:
Guangyao Yan
;
Xinzhe Liu
;
Hui Wang
;
Yajun Ha
Adobe PDF(7777Kb)
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收藏
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浏览/下载:89/1
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提交时间:2025/03/03
Data flow graphs - Heuristic algorithms - Sleep research
Algorithm convergence - FPGA acceleration - Global relabel - Graph-cut - Grid graphs - Memory resources - Min cut/max flows - Optimization task - Push relabel - Redundant computation
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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浏览/下载:86/2
|
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
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: 11, 期号: 24, 页码: 40814-40830
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
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收藏
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浏览/下载:206/4
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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
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023
作者:
Jingyang Zhu
;
Yuanming Shi
;
Min Fu
;
Yong Zhou
;
Youlong Wu
Adobe PDF(1571Kb)
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收藏
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浏览/下载:584/1
|
提交时间:2023/06/09
Alternating optimizations
Communication rounds
Decouplings
Federated learning system
Heterogeneous computation
Learning procedures
Minimisation
Minimization problems
Model convergence
Resources allocation
Deep Reinforcement Learning for Computation Offloading and Resource Allocation in Satellite-Terrestrial Integrated Networks
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Helsinki, Finland, June 19, 2022 - June 22, 2022
作者:
Wu, Haonan
;
Yang, Xiumei
;
Bu, Zhiyong
Adobe PDF(831Kb)
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收藏
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浏览/下载:408/0
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提交时间:2022/09/30
computation offloading
Deep learning
Economic and social effects
Energy utilization
Markov processes
Mobile edge computing
Orbits
Resource allocation
Satellites
Computation offloading
Computation resources
Deep reinforcement learning
Integrated networks
Low earth orbit satellites
On-demand computations
Reinforcement learnings
Resources allocation
Satellite-terrestial integrated network
Task executions
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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收藏
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浏览/下载:796/154
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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
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices
会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Online, United states, October 31, 2022 - November 2, 2022
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(589Kb)
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收藏
|
浏览/下载:245/0
|
提交时间:2023/04/28
Bandwidth
Energy efficiency
Internet of things
Iterative methods
Computation control
Data distributed
Data utilities
Device scheduling
Device selection
Energy harvesting device
Federated learning
Massive data
Radio resources
Resources allocation
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
会议论文
14TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, Virtual, Online, November 4, 2020 - November 6, 2020
作者:
Ma, Lingxiao
;
Xie, Zhiqiang
;
Yang, Zhi
;
Xue, Jilong
;
Miao, Youshan
Adobe PDF(1186Kb)
|
收藏
|
浏览/下载:235/0
|
提交时间:2022/05/27
Deep neural networks
Graphic methods
Optimization
Abstracting
Systems analysis
Program compilers
Data flow analysis
Data flow graphs
Compiler optimizations
Computation tasks
Hardware accelerators
Hardware resources
Hardware utilization
Layered approaches
Library functions
Massively parallels
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