Optimizing the Efficiency of Distributed Log Data Analysis Using a Multi-Scale Convolutional Attention Mechanism
Experimental results demonstrate that the proposed method effectively improves analytical performance and provides an efficient solution for distributed intelligent systems with potential value for real-time monitoring and signal-aware computing applications.