Heterogeneity-Aware Adaptive Federated Learning Scheduling

Keyphrases

• Heterogeneity-aware 100%
• Resource Usage Pattern 100%
• Adaptive Federated Learning 100%
• Federated Learning 50%
• Model Performance 50%
• Resource Heterogeneity 50%
• Data Heterogeneity 50%
• Training Resources 25%
• Heterogeneous Environment 25%
• Machine Learning Approach 25%
• Sharing Model 25%
• Privacy Concerns 25%
• Hardware Resources 25%
• Training Process 25%
• Adaptive Scheduling 25%
• Stragglers 25%
• Resource Fairness 25%
• Resource Wastage 25%
• Distributed Machine Learning 25%
• Fast Training 25%
• Federated Learning System 25%
• Biasness 25%
• Security Concerns 25%
• Local Datasets 25%

Computer Science

• Federated Learning 100%
• Performance Model 50%
• Data Heterogeneity 50%
• Privacy Concern 25%
• Hardware Resource 25%
• Security Concern 25%
• Machine Learning Approach 25%
• Distributed Machine Learning 25%
• Training Process 25%
• Learning System 25%