SPARK: Secure Predictive Autoscaling for Robust Kubernetes

Zhijun Jiang, Amin Milani Fard

Achieving high availability and robust security in Kubernetes requires more than reactive scaling and standard perimeter firewalls. Traditional autoscalers, such as HPA, often fail…