Popular Kubernetes Platforms
Red Hat OpenShift and SUSE Rancher are two of the most popular enterprise-grade Kubernetes platforms used to build, deploy, and manage containerized applications. Both OpenShift and Rancher offer advanced features such as automated scaling, rolling updates, and integrated security to streamline application deployment and management.
Benefits of Federator.ai employed for Optimization of Kubernetes Platforms
Container adoption can introduce operation agility but also significant operational overhead, especially when managing compute resources across on-premises, hybrid cloud, MultiCloud, or edge architectures. To address this challenge, Federator.ai offers an AI-powered solution that optimizes container resources on top of VMs or bare metal in OpenShift and Rancher platforms.
Diagram: Federator.ai takes the monitored data and provides the operation recommendations for different layers
Multi-layer Visibility and Optimization
Leverage collected metadata and operational metrics from multi-layer infrastructure operations to provide ongoing, Just-in-Time Fitted recommendations for optimized resource orchestration using AI-powered workload predictions.
Resource Utilization and Cost Improvement
Auto-scale container resources based on real-time application demands. Identify workload patterns and recommend the most cost-effective portfolio of instance types and quantities, enhancing resource utilization, eliminating over-provisioning, and supporting sustainability.
Performance Assurance and Resilience
Use Federator.ai’s patented Cascade Causal Analysis to identify resource correlations among hardware, cloud resources, Kubernetes layers, and applications. This enables efficient allocation of resources to mission-critical applications while minimizing resource usage.
Policy-compliant Automation
Automate continuous operation optimization by accurately interpreting metadata and predicting workloads, then automatically recommending optimal resources. Users can also access Federator.ai’s orchestration script to ensure compliance with company policies.