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Google Associate Cloud EngineerPlanning and configuring a cloud solutionHard

A development team is building a new microservices-based application. Each microservice will run in a container, and they need a platform that provides automatic scaling, self-healing, and declarative management of their containerized workloads without having to manage the underlying virtual machines directly. Which Google Cloud service is the most suitable choice?

  1. ACloud Run
  2. BApp Engine Flexible environment
  3. CCompute Engine with custom instance templates
  4. DGoogle Kubernetes Engine (GKE) Autopilot
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Correct answer: D. Google Kubernetes Engine (GKE) Autopilot

GKE Autopilot is a fully managed Kubernetes engine that handles the provisioning and management of the cluster's underlying infrastructure (nodes), offering automatic scaling, self-healing, and declarative management for containerized workloads without requiring direct VM management. This aligns perfectly with the requirements for a microservices architecture.

Why the other options are wrong

  • A. Cloud Run is a serverless platform for stateless containers and provides automatic scaling, but it's typically for simpler, event-driven microservices, and might not offer the full declarative power and networking options of GKE for complex microservice architectures.
  • B. App Engine Flexible environment supports containers but is more opinionated than Kubernetes and doesn't offer the full declarative management and ecosystem of Kubernetes.
  • C. Compute Engine requires manual management of VMs and their scaling, which contradicts the 'without managing VMs directly' requirement.

GKE Autopilot

A mode of Google Kubernetes Engine (GKE) that provisions and manages the cluster's underlying infrastructure, including nodes, for you. It offers a hands-off, optimized Kubernetes experience.

  • Fully managed Kubernetes nodes
  • Automatic scaling and self-healing
  • Pay-per-pod pricing

Memory trick: CONTAIN (Containers, Orchestration, No-Ops, Autopilot, Infrastructure)

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