Introduction: The Imperative of Real-Time Anomaly Detection In today’s hyper-connected world, the ability to detect and respond to anomalies in real-time data streams has become mission-critical. From safeguarding financial transactions against fraud to predicting equipment failures in industrial settings, and even monitoring vital signs in healthcare, real-time anomaly detection in time series data offers invaluable