Automatic Adjustment of HPA Parameters and Attack Prevention in Kubernetes Using Random Forests

Hanlin Zhou, Huah Yong Chan, Jingfei Ni +2

In this paper, HTTP status codes are used as custom metrics within the HPA as the experimental scenario. By integrating the Random Forest classification algorithm from machine lear…