Deploying the container image to Cloud Run (fully managed) satisfies every requirement. Cloud Run automatically provisions HTTPS endpoints, scales containers from zero to meet demand, and supports traffic splitting between revisions so you can slowly shift traffic or quickly roll back. No infrastructure (VMs or clusters) must be administered-Google fully manages the underlying platform.
Cloud Functions also scales to zero and is fully managed, but it does not offer per-revision traffic splitting. GKE Autopilot provides gradual rollouts via Kubernetes Deployments, but clusters still have running nodes and never scale to absolute zero. App Engine flexible environment supports versioning and traffic splitting but keeps at least one instance running, incurring idle cost and requiring additional configuration. Therefore, Cloud Run is the only option that meets all listed criteria.
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What is Cloud Run (fully managed)?
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What is traffic splitting in Cloud Run?
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Why does Cloud Run scale down to zero when idle?
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What is Cloud Run, and why is it suitable for this scenario?
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How does traffic splitting in Cloud Run work?
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Why can't second-generation Cloud Functions handle this scenario effectively?
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GCP Associate Cloud Engineer
Planning and implementing a cloud solution
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