LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Keyphrases

• Adaptive Selection 25%
• Communication Bottleneck 25%
• Communication Complexity 25%
• Communication Load 25%
• Communication Performance 25%
• Communication-efficient Distributed Learning 100%
• Complexity Measures 25%
• Computation Complexity 25%
• Computational Load 25%
• Computing Architecture 25%
• Computing Time 25%
• Distributed Learning 25%
• Gradient Coding 100%
• Gradient-based 25%
• Low Computational Complexity 25%
• Parameter Server 50%
• Random Delay 25%
• Stragglers 100%
• Time Complexity 25%
• Time Performance 25%
• Unified Analysis 25%
• Wall Clock Time 50%
• Worker Node 50%
• Worker Selection 25%

Computer Science

• Communication Complexity 50%
• Complexity Measure 50%
• Computation Complexity 50%
• Computation Load 50%
• Computational Cost 50%
• Computer Architecture 50%
• Distributed Learning 100%
• Parameter Server 100%
• Time Complexity 50%