Abstract: As sixth-generation (6G) networks advance, large language models (LLMs) are increasingly integrated into 6G infrastructure to enhance network management and intelligence. However, ...
Abstract: Communication overhead represents a primary bottleneck in distributed deep learning, impeding training scalability. Although existing gradient sparsification techniques reduce network ...
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