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Satellite edge artificial intelligence with large models: architectures and technologies
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2025, 卷号: 68, 期号: 7
作者:
Shi, Yuanming
;
Zhu, Jingyang
;
Jiang, Chunxiao
;
Kuang, Linling
;
Ben Letaief, Khaled
Adobe PDF(7541Kb)
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收藏
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浏览/下载:7/3
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提交时间:2025/07/07
large AI models (LAMs)
satellite edge LAM
space-computing power networks (Space-CPNs)
satellite federated fine-tuning
microservice-empowered satellite edge LAM inference
Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles
期刊论文
JOURNAL OF COMMUNICATIONS AND INFORMATION NETWORKS, 2025, 卷号: 10, 期号: 1, 页码: 1-14
作者:
Xin Long
;
Yuning Jiang
;
Zixin Wang
;
Xin Liu
;
Yuanming Shi
Adobe PDF(4375Kb)
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浏览/下载:60/3
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提交时间:2025/04/14
Autonomous vehicles
Computation offloading
Integer linear programming
Integer programming
Linear programming
Traffic congestion
Autonomous Vehicles
Computational demands
Computing services
Edge computing
Hybrid satellite-terrestrial network
Hybrid satellites
Low earth orbit satellites
Microservice migration
Road safety
Satellite-terrestrial network
Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning
预印本
2025
作者:
Yu, Zhiyong
;
Jiang, Yuning
;
Liu, Xin
;
Shi, Yuanming
;
Jiang, Chunxiao
收藏
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浏览/下载:67/0
|
提交时间:2025/03/10
Space Computing Power Network
LEO satellite constellation
remote sensing
microservice deployment
robust optimization
robust reinforcement learning
Self-Supervised Machine Learning Framework for Online Container Security Attack Detection
期刊论文
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2024, 卷号: 19, 期号: 3
作者:
Tunde-Onadele, Olufogorehan
;
Lin, Yuhang
;
Gu, Xiaohui
;
He, Jingzhu
;
Latapie, Hugo
Adobe PDF(22391Kb)
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浏览/下载:257/3
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提交时间:2024/10/25
Adversarial machine learning
Contrastive Learning
Federated learning
Semi-supervised learning
Unsupervised learning
Additional key word and phrasesperformance debugging
Attack detection
Causal analysis
Hybrid learning
Key words
Learning frameworks
Learning schemes
Microservice
Security attacks
Supervised machine learning
QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), Shenzhen, China, 7-13 July 2024
作者:
Cao Hongchen
;
Liu Xinrui
;
Guo Hengquan
;
He Jingzhu
;
Liu Xin
Adobe PDF(1796Kb)
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收藏
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浏览/下载:339/9
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提交时间:2024/09/24
Flow graphs
Queueing networks
Scaling laws
Auto-scaling
Dependency graphs
Microservice
Queue lengths
Queues balancing
Real- time
Scalings
Servicelevel agreement (SLA)
Time latency
Work-flows
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics
会议论文
2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Dubai, United Arab Emirates, 21-24 April 2024
作者:
Zhanpeng Yang
;
Zhiyong Yu
;
Xin Liu
;
Dingzhu Wen
;
Yong Zhou
Adobe PDF(1237Kb)
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浏览/下载:405/5
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提交时间:2024/07/08
Crime
Architecture-based
Deployment problems
Edge artificial intelligence
Heuristics algorithm
Latency-aware
Microservice architecture
Microservice deployment
Public safety
Traffic flow
Video analytics
POBO: Safe and optimal resource management for cloud microservices
期刊论文
PERFORMANCE EVALUATION, 2023, 卷号: 162, 期号: 4, 页码: 20-21
作者:
Guo, Hengquan
;
Cao, Hongchen
;
He, Jingzhu
;
Liu, Xin
;
Shi, Yuanming
Adobe PDF(2115Kb)
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收藏
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浏览/下载:544/5
|
提交时间:2023/10/27
Natural resources management
Bayesian optimization
Dual optimizations
Microservice resource management
Penalty-based design
Primal-dual
Primal–dual optimization
Resource configurations
Resource management
Safe bayesian optimization
Servicelevel agreement (SLA)
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