Orchestration & Automation
Leveraging orchestration tools like Kubernetes to automate the provisioning, scaling, and management of cloud and HPC resources seamlessly.
Defining the Autonomous Data Center
Manual provisioning is the primary enemy of scalability. **Malgukke** implements **Software-Defined Infrastructure (SDI)** using industry-leading orchestration engines. By containerizing HPC workloads and utilizing **Infrastructure as Code (IaC)**, we ensure that your compute environments—from local bare-metal to global cloud regions—are deployed, scaled, and retired with zero human friction.
Kubernetes for Scientific Workloads
Extending the power of K8s to high-performance computing. We deploy specialized operators (such as MPI-Operator or Volcano) to manage complex job dependencies and GPU-sharing across containerized clusters, providing a unified management plane for hybrid resources.
- Container-native MPI & GPU orchestration
- Automated self-healing compute nodes
IaC & Automated Provisioning
Utilizing Terraform and Ansible to codify your entire HPC stack. We automate the setup of parallel file systems, network fabrics, and security groups, ensuring that every research environment is identical, version-controlled, and easily auditable.
- GitOps for Infrastructure Management
- One-click ephemeral cluster spin-up
Automation Logic: Code -> Deploy -> Manage
| Process Phase | Automated Action | Operational ROI |
|---|---|---|
| Environment Setup | IaC-based deployment of complete HPC clusters. | Setup time reduced from weeks to minutes |
| Workload Scaling | K8s-driven dynamic node expansion based on job queues. | Minimized queue times for researchers |
| Maintenance | Automated patch management and node recycling. | Continuous uptime and enhanced security |