NCA-AIIO: AI Infrastructure and OperationsDemo

By NVIDIA · Question Mode

QuestionQ57

Cloud Infrastructure

What benefit does Kubernetes provide for application deployments in an AI environment?

  • A It simplifies deployment through automation of AI algorithms for machine learning models.
  • B It improves scaling through enhancement of the computational power of GPUs used in AI workloads.
  • C It simplifies deployment and directly improves the accuracy of AI models by optimizing their hyperparameters.
  • D It improves scaling of applications by allowing for automated replication and load balancing of containers.
Explanation

Kubernetes scales containerized applications by automatically replicating containers and distributing traffic through load balancing.

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