Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead

Keyphrases

• Communication Overhead 100%
• In-network Aggregation 100%
• Minimizing Communication 100%
• Low-bit 33%
• Aggregation Behavior 16%
• Compress 16%
• Efficient Use of Resources 16%
• Distributed Deep Learning 16%
• Programmable Switches 16%
• Gradient Quantization 16%
• Gradient Aggregation 16%

Computer Science

• Communication Overhead 100%
• Aggregation Network 100%
• Resource Utilisation 20%
• Aggregation Switch 20%
• Deep Learning Method 20%