Dec 25 – 31, 2023

Real-time anomaly detection under distribution drift

Amazon Science demonstrates that clipped stochastic gradient descent enables robust anomaly detection when data patterns shift unexpectedly—a critical capability for production ML systems handling streaming data in dynamic environments.