Can I read PodFailPred: AI Dataset for Kubernetes Failures on EtoBox?
PodFailPred: AI Dataset for Kubernetes Failures by Ahmed Lamrani is a document available to read on EtoBox.
What is PodFailPred: AI Dataset for Kubernetes Failures about?
The document introduces PodFailPred, an open-source dataset designed for predicting pod failures in Kubernetes environments, generated through chaos engineering techniques. It includes 21,374 entries and 38 metrics, enabling machine learning models to achieve a failure prediction accuracy of 99.94%, significantly surpassing previous methods. The dataset aims to address the lack of comprehensive resources for training AI models in microservices architecture, facilitating improved system reliability and proac
- Author
- Ahmed Lamrani
- Language
- EN