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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
Adobe PDF(1237Kb)
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浏览/下载:364/3
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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
Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Yang, Songlin
;
Tu, Kewei
Adobe PDF(443Kb)
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浏览/下载:448/0
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提交时间:2023/11/10
Computational linguistics
Heuristic algorithms
Trees (mathematics)
Auto-regressive
Competitive performance
Constituency parse trees
Data coverage
Parsing algorithm
Simple approach
Simple heuristics
State-of-the-art performance
Unified approach
Multi-Agent Deep Reinforcement Learning for Energy-Efficient UAV-Aided Hybrid NOMA Data Collection
期刊论文
IEEE COMMUNICATIONS LETTERS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Zhaoyi Feng
;
Zhichao Sheng
;
Ye Shi
;
Ali A. Nasir
;
Yong Fang
Adobe PDF(702Kb)
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浏览/下载:322/0
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提交时间:2023/09/08
Antennas
Data acquisition
Deep learning
Energy efficiency
Energy management systems
Energy utilization
Heuristic algorithms
Information management
Integer programming
Learning algorithms
Motion planning
Multi agent systems
Unmanned aerial vehicles (UAV)
Aerial vehicle
Data collection
Deep learning
Heuristics algorithm
Multi agent
Multi-agent deep reinforcement learning
Multiple access
Non-orthogonal
Non-orthogonal multiple access
Optimisations
Reinforcement learnings
Resource management
Unmanned aerial vehicle
FLIRRAS: Fast Learning with Integrated Reward and Reduced Action Space for Online Multi-Task Offloading
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 10, 期号: 6, 页码: 1-1
作者:
Ma, Mulei
;
Gong, Chenyu
;
Wu, Liantao
;
Yang, Yang
Adobe PDF(3279Kb)
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浏览/下载:243/1
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提交时间:2022/12/16
Complex networks
Computer games
Convex optimization
Deep neural networks
E-learning
Edge computing
Game theory
Heuristic algorithms
Information management
Internet of things
Iterative methods
Numerical methods
Quality of service
Reinforcement learning
Edge computing
Heuristics algorithm
Low-complexity deep reinforcement learning
Lower complexity
Multi-access edge computing
Multiaccess
Online task offloading
Optimisations
Reinforcement learnings
Resource management
Resources allocation
Task analysis
Task offloading
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