2 papers
cs.DC2026
A Kubernetes custom scheduler based on reinforcement learning for compute-intensive pods
Hanlin Zhou, Huah Yong Chan, Shun Yao Zhang +2
With the rise of cloud computing and lightweight containers, Docker has emerged as a leading technology for rapid service deployment, with Kubernetes responsible for pod orchestrat…
cs.CR2026
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…