Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
efficient channel interactions with improved robustness against abnormal channels. This centralized structure is inspired by the star-shaped systems in software engineering, where a central server aggregates and exchanges information instead of direct peer-to-peer communication between clients.