Title: Week 11 Resources
Course: AIINFRA 200: Production Inference Serving & GPU Orchestration > Section: Week 11 — Dynamic Resource Allocation and MIG Partitioning

📚 Resources

- Dynamic Resource Allocation (DRA) reaches Kubernetes stable + NVIDIA DRA driver for GPUs: https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/dra-intro-install.html
- MIG partitioning strategies (single vs mixed) on Kubernetes: https://docs.nvidia.com/datacenter/cloud-native/gpu-operator/latest/gpu-sharing.html
- NVIDIA Multi-Instance GPU (MIG) User Guide: https://docs.nvidia.com/datacenter/tesla/mig-user-guide/latest/index.html
- MIG + DRA on managed Kubernetes (AKS example): https://blog.aks.azure.com/2026/03/03/multi-instance-gpu-with-dra-on-aks
- Kubernetes Dynamic Resource Allocation (DRA): https://kubernetes.io/docs/concepts/scheduling-eviction/dynamic-resource-allocation/

Week 12 · Multi-GPU Tensor and Pipeline Parallelism

Notion ID: 392c08fd-0278-81ab-bc12-cab702a10264 Notion URL: https://app.notion.com/p/392c08fd027881abbc12cab702a10264