Edge-Based Communication Optimization for Distributed Federated Learning

Keyphrases

• Edge-based 100%
• Federated Learning 100%
• Communication Optimization 100%
• End Device 100%
• Latency 66%
• Network Position 66%
• Concurrency 66%
• Local Update 66%
• Model Update 33%
• Convergence Rate 33%
• Cloud Server 33%
• Cosine Similarity 33%
• Communication Cost 33%
• Upload 33%
• Optimization Framework 33%
• Global Model 33%
• Transmission Delay 33%
• Local Model 33%
• Local Defect 33%
• Distributed Machine Learning 33%
• Number of Ends 33%
• Communication Round 33%
• Defect Data 33%
• Concurrent Access 33%
• Parameter Server 33%
• Mobile Edge Nodes 33%
• Cloud Phone 33%
• Device-to-device Communication 33%

Computer Science

• Federated machine learning 100%
• Network Location 66%
• Concurrency 66%
• Experimental Result 33%
• Cosine Similarity 33%
• Communication Cost 33%
• Speed Convergence 33%
• Optimization Framework 33%
• Distributed Machine Learning 33%
• Transmission Delay 33%
• Parameter Server 33%
• Device Communication 33%
• Concurrent Access 33%