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PROFESSIONAL-DATA-ENGINEER · Question #287

You have a data processing application that runs on Google Kubernetes Engine (GKE). Containers need to be launched with their latest available configurations from a container registry. Your GKE nodes

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Submitted by renata2k· Mar 30, 2026Building and operationalizing data processing systems

Question

You have a data processing application that runs on Google Kubernetes Engine (GKE). Containers need to be launched with their latest available configurations from a container registry. Your GKE nodes need to have GPUs, local SSDs, and 8 Gbps bandwidth. You want to efficiently provision the data processing infrastructure and manage the deployment process. What should you do?

Options

  • AUse Compute Engine startup scripts to pull container images, and use gcloud commands to provision the infrastructure.
  • BUse Cloud Build to schedule a job using Terraform build to provision the infrastructure and launch with the most current container images.
  • CUse GKE to autoscale containers, and use gcloud commands to provision the infrastructure.
  • DUse Dataflow to provision the data pipeline, and use Cloud Scheduler to run the job.

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Topics

#GKE#Infrastructure as Code#CI/CD#Container Deployment
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