ProphetStor Federator.ai is an AI-based solution that helps enterprises manage, optimize, and auto-scale resources for any applications on Kubernetes. Using advanced machine learning algorithms to predict application workload, Federator.ai scales the right amount of resources at the right time for optimized application performance.
AI-based workload prediction for containerized applications in Kubernetes clusters and VMs in VMware clusters
Resource recommendations based on workload prediction, application, Kubernetes, and other related metrics
Automatic scaling of application containers
Multicloud cost analysis and recommendations based on workload predictions for Kubernetes clusters and VM clusters
Actual cost and potential savings based on recommendations for clusters, Kubernetes applications, VMs, and Kubernetes namespaces
With a ProphetStor Federator.ai license, you can apply an AI-based solution to track and predict the resource usages of Kubernetes containers, namespaces, and cluster nodes to make the right recommendations to prevent costly over-provisioning or performance-impacting under-provisioning. Utilizing application workload predictions, Federator.ai auto-scales application containers at the right time and optimizes performance with the right number of container replicas through Kubernetes HPA or Datadog Watermark Pod Autoscaling (WPA).