Training Task Allocation in Federated Edge Learning: A Matching-Theoretic Approach

Keyphrases

• Task Allocation 100%
• Training Tasks 100%
• Edge Devices 100%
• Federated Edge Learning 100%
• Matching Model 50%
• Model Update 50%
• Mobile Phone 25%
• Numerical Results 25%
• Training Data 25%
• Multi-task 25%
• Energy Consumption 25%
• Training Time 25%
• Distributed Machine Learning 25%
• Upload 25%
• Data Privacy 25%
• Parked Vehicle 25%
• Learning Performance 25%
• Higher Learning 25%
• Task Assignment 25%
• Task Assignment Problem 25%
• Trustworthiness 25%
• Many-to-one Matching 25%
• Efficient Training 25%
• Malicious Model 25%
• Local Datasets 25%

Computer Science

• Theoretic Approach 100%
• Matching Model 100%
• Assignment Problem 50%
• Distributed Machine Learning 50%
• Multiple Task 50%
• Data Privacy 50%
• Learning Performance 50%
• Training Data 50%
• Energy Consumption 50%