Cast AI for Amazon Web Services (AWS)

Maximize EKS performance with autonomous optimization

Cast AI discovers Amazon EKS clusters automatically through Cloud Connect, using an agentless, read-only connection to establish a baseline for performance metrics and workload behavior.

Once connected, Cast AI’s ML optimization engine continuously analyzes your workloads and automatically rightsizes CPU and memory requests based on real usage patterns. Container Live Migration enables zero-downtime optimization by seamlessly moving workloads during node changes, eliminating the performance dips and availability risks common with traditional scaling approaches.

For AI and GPU workloads, Cast AI removes regional constraints entirely. Access GPUs from any AWS region and have them appear as nodes in your existing EKS cluster. No complex multi-region networking or cluster federation required. When GPU capacity is scarce in your primary region, Cast AI automatically provisions from regions with availability, giving your AI workloads the compute they need without operational complexity.

Infrastructure decisions happen in real time: intelligent node provisioning, workload placement, and Spot Instance management work together to maintain peak performance as demand shifts. Advanced bin-packing algorithms maximize node utilization while preserving the headroom needed for traffic spikes.

Platform and DevOps teams can stay focused on delivering applications, while Cast AI automatically handles the complexity of Kubernetes optimization. The result: consistently high-performing EKS clusters with efficient resource utilization.

Key capabilities

• Container Live Migration for zero-downtime optimization—workloads move seamlessly without restarts or service interruptions
• Cross-region GPU access that provisions GPU nodes from any AWS region as part of your existing EKS cluster—no multi-region complexity
• ML-driven workload rightsizing that continuously optimizes CPU and memory for peak application performance
• Intelligent node provisioning that automatically selects optimal instance types including GPU instances for AI workloads
• Reliable Spot Instance utilization with automated fallback and interruption handling to maintain availability
• Real-time performance visibility with insights into workload health, GPU utilization, and optimization opportunities

Better together

Cast AI is available directly through the AWS Marketplace, making deployment and procurement simple using your existing AWS account. As an AWS Partner Network member, Cast AI integrates cleanly with AWS-native services and supports production EKS environments across regions and workloads.

Available in AWS Marketplace

CAST AI automates Kubernetes cost, performance, and security management in one platform, achieving over 60% cost savings for its users.

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