Flexible Deployment Architecture

Deploy AI models on your infrastructure, private cloud, or our managed services with complete flexibility.

Deployment Options

Deployment Architecture

On-Premises

Deploy Malta Cortex on your own servers for complete control and data sovereignty.

  • Full infrastructure control
  • No data leaves your network
  • Custom security policies
  • Kubernetes or Docker support

Private Cloud

Deploy on your private cloud infrastructure with managed support from Malta Solutions.

  • AWS, Azure, GCP support
  • Dedicated infrastructure
  • Managed updates & patches
  • Compliance & security

Malta Managed Cloud

Let us handle everything. Enterprise-grade infrastructure with 24/7 support.

  • Premium GPU hardware
  • Global data centers
  • 99.9% uptime SLA
  • Fully managed service

GPU & Hardware Support

🎮

NVIDIA GPUs

Support for all NVIDIA GPU architectures including H100, A100, A40, and RTX series.

🔴

AMD GPUs

Full support for AMD EPYC CPUs and MI300X accelerators for cost-effective inference.

☁️

Cloud Accelerators

Support for cloud-native accelerators including TPUs and custom silicon.

⚙️

CPU Inference

Optimized CPU inference for cost-sensitive workloads and edge deployments.

📦

Mixed Precision

Automatic mixed precision optimization for faster inference and lower memory usage.

🔧

Custom Hardware

Support for custom and specialized hardware configurations.

Kubernetes-Native

🐳

Container Support

Full Docker and container support with automatic image optimization and registry integration.

⚖️

Load Balancing

Intelligent load balancing across Kubernetes pods with automatic scaling.

🔄

Auto-Scaling

Horizontal and vertical pod autoscaling based on metrics and custom policies.

🛡️

High Availability

Multi-replica deployments with automatic failover and health checks.

📊

Monitoring

Prometheus and Grafana integration for comprehensive Kubernetes monitoring.

🔐

Security

RBAC, network policies, and pod security standards for enterprise security.

Enterprise Scaling

🌍

Multi-Region Deployment

Deploy across multiple regions for global low-latency access and disaster recovery.

📈

Horizontal Scaling

Scale from single node to thousands of nodes for massive inference workloads.

⬇️

Scaling to Zero

Automatically scale down to zero when not in use to minimize infrastructure costs.

🔄

Rolling Updates

Zero-downtime deployments with automatic rollback on failure.

🎯

Canary Deployments

Gradual rollout of new models with automatic traffic shifting and monitoring.

📊

Performance Optimization

Automatic optimization of resource allocation based on performance metrics.

Deploy Your Models Today

Choose the deployment option that works best for your organization. Get started in minutes.

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