Which NVIDIA component simplifies GPU setup on Kubernetes?
Why D is the answer
GPU Operator
It automates the driver, toolkit, device plugin and monitoring.
In detail
- It automates the driver, toolkit, device plugin and monitoring.
- It automates several parts.
Use case
An illustrative scenario, not a real incident.
A cluster team installs the GPU Operator, which sets up the driver and monitoring on nodes.
See it in different ways
flowchart TD
A{"What does the workload look like?"} -->|"Batch jobs"| B["Slurm"]
A -->|"Containers and services"| C["Kubernetes"]mindmap
root((Operations))
Monitoring
nvidia-smi
DCGM
Scheduling
Slurm
Kubernetes
Provisioning
Base Command Manager
Sharing
MIG
vGPUmindmap
root(("GPU Operator"))
n1["Parts"]
n2["Driver"]
n3["Toolkit"]
n4["Device plugin"]
n5["Monitoring"]Key point: GPU Operator simplifies Kubernetes setup.
Why the other options are wrong
- A. Omniverse Kit
- That is for 3D apps.
- B. Spectrum OS
- That is a switch OS.
- C. G-SYNC
- That is a display technology.