Alibaba Cloud Native

Oct 3, 2022 · Cloud Native

Can AHPA Predict Kubernetes Scaling Before Load Spikes?

This article introduces the Advanced Horizontal Pod Autoscaler (AHPA), explains its three‑stage architecture of data collection, prediction, and scaling, details the RobustScaler forecasting algorithm and CRD‑based deployment, and evaluates its ability to proactively and reactively adjust pod counts with high robustness.