A communication efficient boosting method for distributed spectral clustering

Key Points

• Distributed spectral clustering shows enhanced accuracy with a novel boosting method, improving overall performance.
• The algorithm achieves up to 30% better communication efficiency, optimizing the data exchange process.
• Observational analysis across multiple distributed platforms demonstrates increased effectiveness in clustering accuracy.
• The findings indicate improved algorithm performance, suggesting new avenues for advancements in distributed systems.