ASYN2F introduces bidirectional model aggregation, allowing for faster convergence and lower communication costs compared to other methods. The framework addresses the issue of obsolete information at workers, leading to improved model performance. Extensive experiments demonstrate the superiority of ASYN2F in various scenarios, making it a practical solution for real-world deployment.
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by Tien-Dung Ca... at arxiv.org 03-05-2024
https://arxiv.org/pdf/2403.01417.pdfDeeper Inquiries