Lianyuan Li

A Time–Frequency Multi-Task Framework for Network Monitoring and Anomaly Detection

Networked systems continuously generate heterogeneous time series, including Key Performance Indicator (KPI) streams, logs, and spectrum measurements, whose interpretation is essential for automated monitoring, diagnosis, and control. Existing analysis approaches either rely heavily on labeled data specific to each dep...