ProphetStor Federator.ai is an AI-based solution that helps enterprise manage, optimize, 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 Kafka consumers or any applications
- Resource recommendation based on workload prediction, application, Kubernetes and other related metrics
- Automatic scaling of application containers through Kubernetes Horizontal Pod Autoscaler via Sysdig extension API server.
- Application cost analysis estimates potential savings when following resource allocation recommendations
- Closed-loop automation for continuous resource optimization for applications