Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning

Keyphrases

• Dynamic Clustering 100%
• Stragglers 100%
• Distributed Learning 100%
• Gradient Coding 100%
• Gradient Descent 28%
• Completion Time 28%
• Homogeneous-heterogeneous 14%
• Redundant Data 14%
• Computational Techniques 14%
• Learning Task 14%
• Coding Scheme 14%
• Distributed Implementation 14%
• Parallelizing 14%
• Machine Learning Applications 14%
• Worker Model 14%
• Novel Paradigm 14%
• Communication Load 14%
• Redundant Computation 14%
• Performance Bottleneck 14%
• Coded Computing 14%
• Coded Distributed Computing 14%
• Large-scale Machine Learning 14%
• Heterogeneous Workers 14%
• Distributed Gradient Descent 14%

Computer Science

• Gradient Descent 100%
• Distributed Learning 100%
• Completion Time 66%
• Speed-up 33%
• Machine Learning 33%
• Learning System 33%
• Redundant Data 33%
• Distributed Computation 33%
• Performance Bottleneck 33%
• Multiple Worker 33%