What is a common tool for container orchestration in AI clusters?

The correct answer is A. Kubernetes. Kubernetes is the industry-standard tool for container orchestration in AI clusters, automating deployment, scaling, and management of containerized workloads. Slurm manages job scheduling, Apptainer (formerly Singularity) runs containers, and MLOps is a practice, not a tool, mak

NVIDIA Infrastructure and Operations

Question

Options

AKubernetes
BMLOps
CSlurm
DApptainer

How the community answered

(34 responses)

A
88% (30)
B
3% (1)
C
6% (2)
D
3% (1)

Explanation

Kubernetes is the industry-standard tool for container orchestration in AI clusters, automating deployment, scaling, and management of containerized workloads. Slurm manages job scheduling, Apptainer (formerly Singularity) runs containers, and MLOps is a practice, not a tool, making Kubernetes the clear leader in this domain.

Topics

#Container orchestration#Kubernetes#AI infrastructure

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