AxiomInfinity
All Services
08

AI Infrastructure & HPC

GPUMLOpsInfiniBand
Overview

NVIDIA H100 clusters don't rack and configure themselves. The fabric, storage, and MLOps layer require specialists who've done it before — at scale.

Our AI infrastructure practice covers full-stack GPU deployment: InfiniBand or RoCE fabric design, NVMe-oF storage, Kubernetes orchestration, and MLflow/Kubeflow pipeline setup.

Key Capabilities

  • NVIDIA HGX H100, AMD MI300X deployment
  • InfiniBand NDR 400G & RoCE v2 fabric
  • MLOps pipeline: Kubeflow, MLflow
  • EU AI Act readiness advisory

What We Deliver

  • GPU cluster architecture design
  • InfiniBand fabric commissioning
  • MLOps environment setup
  • Performance benchmarking report
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