Communication-efficient k-means for Edge-based machine learning

Keyphrases

• Approximation Error 16%
• Communication Cost 100%
• Communication Efficiency 100%
• Complexity Costs 16%
• Computation Cost 16%
• Computational Power 16%
• Constant Communication 16%
• Data Analytics 16%
• Dimensionality Reduction 50%
• Edge Server 33%
• Experiment-based 16%
• High-dimensional Data 16%
• K-means 100%
• Linear Complexity 16%
• Low Communication 16%
• Low Computation 16%
• Machine Learning 16%
• Near-optimal 16%
• Optimal Approximation 16%
• Reduced Communication 16%
• Reduced Complexity 16%
• Reduction Method 16%
• Source Case 33%

Computer Science

• Approximation (Algorithm) 33%
• Cardinality 50%
• Communication Cost 100%
• Computation Cost 16%
• Data Analytics 16%
• Data Source 50%
• Dimensionality Reduction 50%
• Learning System 100%
• Machine Learning 100%
• Mean Algorithm 16%