System Implementation
Precision Assembly: From Bare-Metal Integration to Elastic Cloud Fabrics.
Turning Blueprints into Benchmarks
A world-class design is only as effective as its physical and logical execution. Our HPC Implementation service is the engine room of the Malgukke process. We manage the high-fidelity integration of **Blackwell-based AI clusters**, high-speed **InfiniBand NDR** fabrics, and complex **parallel storage tiers**. Whether deploying on-premise, in the cloud, or as a hybrid burst environment, we ensure that every watt of power is translated into scientific throughput.
1. Bare-Metal & Cluster Integration
We handle the complex physical and logical staging required for modern exascale architectures:
- High-Density Staging: Rack-level integration of HGX baseboards and liquid-cooling manifolds (DLC).
- Fabric Orchestration: Precision cabling and leaf-spine configuration for InfiniBand NDR (400G/800G) or RoCE v2 fabrics.
- Automated Provisioning: Deployment of stateless OS environments (Warewulf/xCAT) to ensure identical configuration across thousands of nodes.
2. Cloud & Hybrid Solutions
Public Cloud Deployment
Implementing AWS ParallelCluster or Azure CycleCloud environments, optimized for "Cloud-Native" HPC workloads with EFA support.
Hybrid-Cloud Bursting
Configuring Slurm cloud-bursting logic to automatically scale into the cloud when on-premise queues reach peak saturation.
3. Implementation Pillars
Security Hardening
Implementing OS-level security policies and IAM integration during the build phase.
Performance Tuning
Sub-second tuning of the I/O path, network stacks, and MPI libraries for peak GFLOPS.
Storage Build
Integration of Lustre, BeeGFS, or IBM Storage Scale tiers for parallel data access.
Operational Handover
Comprehensive documentation and training for your internal L1/L2 administration teams.
Implementation Capability Matrix
| Phase | Standard Deliverable | Malgukke Value-Add |
|---|---|---|
| Deployment | OS Install & Network Sync | Blackwell-aware kernel tuning & Jitter reduction. |
| Storage | LUN Creation & Mounting | Application-specific striping and I/O characterization. |
| Middleware | Compilers & MPI Setup | Automated Spack modules & Reproducible stacks. |
| Validation | Basic Ping Test | 72-hour burn-in with HPL, HPCG, and MLPerf. |
Ready to Accelerate?
Download our "HPC Implementation Framework" to learn how we manage the transition from delivery to production.
Download Implementation Guide (.pdf)