Shaoyu Dou

SIM-MSTNET: SIM2REAL BASED MULTI-TASK SPATIOTEMPORAL NETWORK TRAFFIC FORECASTING

Network traffic forecasting plays a crucial role in intelligent network operations, but existing techniques often perform poorly when faced with limited data. Additionally, multi-task learning methods struggle with task imbalance and negative transfer, especially when modeling various service types.…