Your AI Control Plane for Cluster and Container Orchestration

Use the Cluster Engine as your unified control plane to orchestrate AI and ML workloads across popular frameworks like PyTorch and Hugging Face—powered by robust GPU cloud infrastructure with Kubernetes and Docker integration.

 

Orchestration

Effortless Management

Automatically scale and manage containers and GPU workloads across your entire cluster, ensuring maximum performance and GPU utilization at runtime.

Kubernetes-Native

Seamlessly orchestrate complex tasks with Kubernetes, optimized for AI/ML, HPC, and cloud-native applications in a GPU cloud environment.

 

Container Management

Prebuilt Containers & Flexibility

Run AI workloads with secure, high-performance GPU-optimized containers or bring your own configurations into our scalable container management system.

Zero Configuration

Containers are automatically deployed with minimal setup, reducing manual engineering and packaging time in GPU cloud operations.

 

Monitoring

Real-Time Data & Alerts

Monitor GPU usage and system performance in real-time with custom alerts, ensuring stability across clustered GPU environments.

End-to-End Coverage

Track every container’s performance from start to finish, with full visibility into resource usage and job health.

 

Role-based IAM & User Groups

Secure Access

Grant fine-grained permissions to teams working on AI projects using GPU cloud infrastructure, managing access with IAM policies.

User Group Management

Easily manage GPU and cluster access per team or project through role-based user groups—essential for scaling AI deployments securely.

 

Security

Multi-Tenant Architecture

Isolated VPCs for each customer to ensure secure, separate network and compute resources.

Private Networking

Dedicated private subnets and secure messaging for end-to-end data integrity and safety.

GMI Cloud Direct Connect & Virtual Private Gateway

Ensure fast and secure access to your GPU cloud platform via private connections and dedicated virtual gateways.