Heterogeneous Federated Learning: State-of-the-art and Research Challenges

Keyphrases

• Heterogeneous Federated Learning 100%
• Learning State 100%
• Federated Learning 37%
• Recent Advances 12%
• Systematic Survey 12%
• Learning Methods 12%
• Further Development 12%
• Industrial Application 12%
• Network Environment 12%
• Level Model 12%
• Learning Procedure 12%
• Model Driven Architecture 12%
• Statistical Heterogeneity 12%
• Network Hardware 12%
• New Taxonomy 12%
• Heterogeneous Model 12%
• Device Heterogeneity 12%
• Model Heterogeneity 12%
• Hardware Devices 12%
• Model Server 12%
• Architecture Network 12%
• Data Distribution Model 12%

Computer Science

• Learning State 100%
• Federated machine learning 100%
• Research Direction 9%
• Industrial Application 9%
• Data Distribution 9%
• Network Environment 9%
• Model Architecture 9%
• Hardware Device 9%