GMI Cloud
Cluster Engine

Effortlessly manage resources, orchestrate workloads, and streamline deployment for maximum performance and GPU efficiency
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Your AI Control Plane

Use Cluster Engine as your hub, unifying frameworks like PyTorch and Hugging Face with powerful environments like Kubernetes and Docker.

Auto-Scaling

Orchestration

Stay ahead of demand with intelligent auto-scaling that adapts in real time. Maintain peak performance, minimize latency, and optimize resource allocation—without manual intervention.

Effortless Management

Automatically scale and manage containerized workloads across your entire cluster, ensuring maximum GPU utilization and uptime.

Kubernetes-Native

Seamlessly orchestrate containers with Kubernetes, optimizing your AI/ML, HPC, and cloud-native applications.

Insights
Auto-Scaling

Container Management

Stay ahead of demand with intelligent auto-scaling that adapts in real time. Maintain peak performance, minimize latency, and optimize resource allocation—without manual intervention.

Prebuilt Containers & Flexibility

Run AI workloads faster with preconfigured, GPU-optimized containers or bring your own custom images to match your unique needs.

Zero Configuration

Containers are automatically deployed with minimal configuration, reducing manual setup time and speeding up time-to-market.

Insights
Auto-Scaling

Monitoring

Stay ahead of demand with intelligent auto-scaling that adapts in real time. Maintain peak performance, minimize latency, and optimize resource allocation—without manual intervention.

Real-Time Data & Alerts

Monitor GPU and job performance in real-time with custom alerts, ensuring that resources are always aligned with workload demands.

End-to-End Coverage

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

Insights
Auto-Scaling

Role-based IAM & User Groups

Stay ahead of demand with intelligent auto-scaling that adapts in real time. Maintain peak performance, minimize latency, and optimize resource allocation—without manual intervention.

Secure Access

Granular RBAC ensures that the right people have access to the right resources, enabling secure collaboration within teams and organizations.

User Group Management

Create user groups for easier management, assigning resources and permissions based on team roles.

Insights
Auto-Scaling

Security

Stay ahead of demand with intelligent auto-scaling that adapts in real time. Maintain peak performance, minimize latency, and optimize resource allocation—without manual intervention.

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

Secure data center connectivity, ensuring fast and private communication across VPCs.

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Manage the World’s Most Advanced GPUs with Cluster Engine

GMI Cloud Cluster Engine powers both on-demand and reserved GPU instances — built on the latest NVIDIA hardware.
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Cluster Engine

Eliminate workflow friction and bring models to production faster than ever with GMI Cloud’s Cluster Engine—an AI/ML Ops environment that streamlines workload management by simplifying virtualization, containerization, and orchestration for seamless AI deployment.

How it Works

GMI Cloud Cluster Engine makes it easy to run AI/ML workloads by automating resource management across AI services, HPC Slurm, and bare-metal infrastructure.

With high-speed storage, distributed file systems, and backup solutions, your data is always accessible and optimized for performance. Containerized storage and persistent volumes ensure smooth deployment, while intelligent workload distribution keeps everything running efficiently at scale.

Key Features

On-Demand & Reserved Services

Seamless support for both On-Demand and Reserved rentals through a unified portal.

IB Virtualization

High-performance, low-latency data interconnect powered by InfiniBand (IB) Virtualization.

Multi-platform Management

Baremetal, Kubernetes, Container, & VM all in one platform

Secure Data Backup

Multi-tenant architecture with full VPC support for top security & tenant isolation

Monitoring System

Comprehensive resource monitoring with real-time analytics

Marketplace

Marketplace offering diversified services, including solutions from third-party partners.

Enhancing Security, VPC, and Monitoring on GMI Cloud

  • Defines roles with specific permissions (e.g., read, write, create).
  • Assigns roles to users or groups.
  • Role-based access control (RBAC) provides fine-grained permissicns for users and groups.
  • By defining roles and assigning them to users or groups, user can limit access to specific resources and actions.
  • As customer's infrastructure grows, RBAC and user groups help maintain control and prevent unauthorized access.
  • Creates logical groupings of users.
  • Simplifies role assignment and management.
  • User groups simplify administration by allowing you to manage permissions for multiple users collectively.
  • Multi-Tenant Architecture
Isolated VPCs for each customer, ensuring secure, separate network and compute resources.
  • Virtual Private Subnet
Dedicated subnet within each VPC for secure messaging, data transfer, and management.
  • Private External Gateway
Ensures network isolation across VPCs in a multi-tenant setup.
  • GMI Cloud Direct Connect & Virtual Private Gateway
Secure data center connectivity for customers and GMI Cloud teams.
  • TrendMicro Option
Optional security enhancement with TrendMicro.
  • Continuously track all critical metrics, from system performance to traffic data, with complete visibility.
  • Continuously monitor all critical performance metrics to guarantee your system operates at peak efficiency.
  • Log comprehensive historical data of the system for detailed tracking of operations and performance. Easily review past events to identify trends and make informed decisions that optimize system performance and business strategy.

Set specific alert conditions tailored to your needs, enabling precise monitoring of various system metrics. Once custom thresholds are reached, instant notifications are sent to ensure your team stays informed of critical changes and can quickly respond to potential risks.

Deliver comprehensive monitoring coverage from infrastructure to application level, gaining full visibility into each component's performance. Through end-to-end data collection and analysis, quickly identify performance bottlenecks and potential risks, ensuring overall system stability and efficiency.

Efficiently manage and monitor containers, from deployment and scaling to resource allocation, with ease. Gain real-time insights into each container's performance, swiftly identify potential issues, and implement quick fixes to ensure optimal performance in your containerized environment.

Why Choose GMI Cloud?

Purpose-Built AI Infrastructure

GMI Cloud is designed to empower AI innovation, built by AI engineers with deep technical expertise. With dedicated, high-performance infrastructure, we provide everything you need for seamless AI development and model deployment. Our exclusive NVIDIA certification in Taiwan and priority GPU allocation rights across APAC ensure swift access to cutting-edge hardware and industry-leading performance.

Scale Without Boundaries

Our serverless, distributed infrastructure scales effortlessly, meeting your evolving data and compute needs without escalating costs. GMI Cloud enables extensive GPU availability and multi-cloud elasticity, designed for the most demanding AI and HPC workloads. Experience streamlined scalability in a trusted, fully managed environment.

AI-Ready, Today

GMI Cloud integrates robust AI-ready tools, with support for containerization and advanced MLOps workflows. Centralize and catalog data of any format for training expansive AI models. With version-controlled model management, vector search, and ready support for retrieval-augmented generation (RAG), GMI Cloud is equipped for state-of-the-art machine learning and AI applications.

Move Forward with Confidence

From infrastructure setup to model training, GMI Cloud’s expert support team is here to guide you every step of the way. Our consulting services cover everything from architecture design to on-site deployment, ensuring a smooth transition to our platform.

GMI Cloud Features

  • On-Demand and Reserved GPU Clusters: Leverage dedicated GPU clusters for high-demand, compute-intensive applications with flexible access options.
  • Unmatched Cost Efficiency: Benefit from direct manufacturer partnerships that keep costs competitive without compromising quality.
  • End-to-End Monitoring and Support: Our GMI Cloud Cluster Engine provides complete visibility and control, with real-time monitoring, alert systems, and a user-friendly dashboard for smooth, efficient management.

Simplify Your Infrastructure

With GMI Cloud’s streamlined setup, integrating compute, storage, and networking is simpler than ever. Our unified platform minimizes software sprawl, cutting down operational costs and accelerating your time-to-insight. Enjoy :

  • Comprehensive Security: Role-based IAM, and dedicated 24/7 security for peace of mind.
  • Optimized Data Centers: Our data centers meet the highest performance benchmarks with non-blocking InfiniBand networking and robust storage architectures.