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GIRP: Energy-Efficient QoS-Oriented Microservice Resource Provisioning via Multi-Objective Multi-Task Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: PP, 期号: 99
作者:
Honggang Yuan
;
Ting Wang
;
Min Fu
;
Yuanming Shi
Adobe PDF(20002Kb)
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收藏
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浏览/下载:62/1
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提交时间:2025/03/10
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 1-15
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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浏览/下载:363/7
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提交时间:2024/08/23
Task analysis
Servers
Feature extraction
Sensors
Accuracy
Computational modeling
Performance evaluation
Edge AI inference
mode selection
integrated sensing-communication-computation
task-oriented communications
Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901
作者:
Tang, Yinxu
;
Hou, Jianfeng
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(2393Kb)
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收藏
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浏览/下载:288/2
|
提交时间:2024/08/23
E-learning
Energy efficiency
Green computing
Learning systems
Smartphones
Atmospheric modeling
Bandit learning
Computational modelling
Edge intelligence
Emoji prediction
Green edge intelligence
Keyboard
On-line controls
Predictive models
Smart phones
Energy-Constrained Online Scheduling for Satellite-Terrestrial Integrated Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 4, 页码: 2163-2176
作者:
Xin Gao
;
Jingye Wang
;
Xi Huang
;
Qiuyu Leng
;
Ziyu Shao
Adobe PDF(2903Kb)
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收藏
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浏览/下载:483/1
|
提交时间:2021/12/14
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
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收藏
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浏览/下载:243/0
|
提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
Self-Supervised MAFENN for Classifying Low-labeled Distorted Images over Mobile Fading Channels
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:
Li, Yang
;
Sun, Fanglei
;
Hu, Jingchen
;
Liu, Chang
;
Wu, Fan
Adobe PDF(10930Kb)
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浏览/下载:211/0
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提交时间:2024/01/19
MAFENN
feedback network
contrastive learning
representation learning
mobile fading channel
Computation Offloading in Multi-Cell Networks With Collaborative Edge-Cloud Computing: A Game Theoretic Approach
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14
作者:
Liantao Wu
;
Peng Sun
;
Zhibo Wang
;
Yanjun Li
;
Yang Yang
Adobe PDF(2197Kb)
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收藏
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浏览/下载:278/0
|
提交时间:2023/03/17
Cells
Computation offloading
Computer games
Cost benefit analysis
Game theory
Internet of things
Job analysis
Radio interference
Cloud-computing
Collaborative edge-cloud computing
Computation offloading
Delay
Edge clouds
Energy-consumption
Game
Multi-cell interferences
Potential games
Task analysis
Online User-AP Association With Predictive Scheduling in Wireless Caching Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 6, 页码: 2116-2129
作者:
Huang, Xi
;
Zhao, Shuang
;
Gao, Xin
;
Shao, Ziyu
;
Qian, Hua
Adobe PDF(1239Kb)
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收藏
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浏览/下载:765/207
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提交时间:2022/12/16
Stability
Stochastic systems
Throughput
Media streaming
Resource allocation
Queueing theory
Quality control
Scheduling
Analysis and simulation
Content delivery
Delay reduction
Predictive scheduling
Queue stability
Resource allocation schemes
Stochastic network optimizations
Throughput maximization
ARSpy: Breaking Location-based Multi-player Augmented Reality Application for User Location Tracking
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: PP, 期号: 99, 页码: 1
作者:
Shang,Jiacheng
;
Chen,Si
;
Wu,Jie
;
Yin,Shu
Adobe PDF(2109Kb)
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收藏
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浏览/下载:318/0
|
提交时间:2020/07/22
attack
Augmented reality
localization
Temporal Correlation Enhanced Multiuser Detection for Uplink Grant-Free NOMA
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2021, 卷号: 22, 期号: 4, 页码: 2446-2457
作者:
Liantao Wu
;
Peng Sun
;
Zhibo Wang
;
Yang Yang
;
Zhi Wang
Adobe PDF(1559Kb)
|
收藏
|
浏览/下载:243/0
|
提交时间:2021/12/17
Computer networks
Mobile computing
Adaptive subspaces
Cross validation
Cross-validation technique
Extensive simulations
Multiuser detection scheme
Number of active users
Prior knowledge
Temporal correlations
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