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Gcp Compute Selection
ASecurityChoose GCP compute by operational burden: Cloud Run (default for stateless containers/HTTP, scale-to-zero), GKE/Autopilot (k8s/portability), Cloud Run functions (small event handlers), GCE (legacy); design Pub/Sub integration with idempotency + dead-letter topics.
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- Added September 23, 2026
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[](https://www.skillsdirectory.com/skills/mcorbett51090-gcp-compute-selection)---
name: gcp-compute-selection
description: "Choose GCP compute by operational burden: Cloud Run (default for stateless containers/HTTP, scale-to-zero), GKE/Autopilot (k8s/portability), Cloud Run functions (small event handlers), GCE (legacy); design Pub/Sub integration with idempotency + dead-letter topics."
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# GCP Compute Selection
| Workload | Compute |
|---|---|
| Stateless container / HTTP (most services) | **Cloud Run** (default) |
| Need k8s / portability | **GKE** (Autopilot to cut ops) |
| Small event handler | **Cloud Run functions** |
| Legacy / specific OS | **GCE** |
Cloud Run is the right default; reach for GKE only when k8s genuinely earns it.
## Integration
**Pub/Sub** to decouple; consumers **idempotent** + **dead-letter topic**. No hand-rolled queues.
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