Popular Kubernetes Platform for VMs
VMware Tanzu is a platform that enables organizations to build and run modern applications using Kubernetes. Tanzu provides a consistent, secure, and scalable environment for containers and microservices, making it easier to accelerate application development and delivery.
Benefits of Federator.ai employed for Optimization of VMware Tanzu
Managing a large Tanzu deployment can be challenging, especially when it comes to performance and cost optimization. To address this, Federator.ai provides an AI-powered solution for adding application-aware optimization to Tanzu.
Diagram: Application-aware optimization using Federator.ai in VMware Tanzu setups
Multi-layer Visibility and Optimization
Federator.ai leverages the collected operational metadata from the multi-layer infrastructure operations to provide ongoing just-in-time recommendations for optimized resource orchestration based on its AI-powered workload predictions.
Resource Utilization and Costs Improvement
Federator.ai's application-aware resource orchestration auto-scales container resources based on real-time application demands. It identifies workload patterns and suggests the most cost-effective combination of instance types and numbers for operations, which improves resource utilization, eliminates over-provisioning, reduces costs, and promotes environmentally sustainable operations.
Performance Assurance and Resilience
Federator.ai uses its patented cascade causal analysis to identify intricate correlations between hardware/cloud resources, Kubernetes layers (cluster, node, pod), and applications. This allows for an efficient allocation of resources to mission-critical applications, ensuring smooth performance and resilience while minimizing resource usage.
Policy-compliant Automation
Federator.ai's operation optimization is a continuous virtuous circle powered by automation. It begins with a precise interpretation of operational metadata and accurate prediction of application workloads, followed by prescriptive recommendations of well-fitted resources - all done automatically after setting. Additionally, users can access Federator.ai's resource orchestration script for optimization with compliance with company policies.