🏗️ Infrastructure and Application Modernization - CDL Practice Questions

Learn how Google Cloud modernizes infrastructure using Compute Engine, GKE, Cloud Run, App Engine, and hybrid/multi-cloud solutions with Anthos.

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CDL Infrastructure Question Bank (5 Questions)

Browse all 5 practice questions covering Infrastructure and Application Modernization for the CDL certification exam. Each question includes the full answer and a detailed explanation to help you understand the concepts.

  1. Question 1Modernizing Infrastructure and Applications with Google Cloud

    What is the difference between Compute Engine, GKE, App Engine, and Cloud Run?

    AAll the same
    BCompute Engine: VMs. GKE: managed Kubernetes. App Engine: managed PaaS. Cloud Run: serverless containers. Each offers different levels of control vs. management.
    CAll are VMs
    DAll are serverless
    Show Answer & Explanation
    Correct Answer: B
    Explanation:

    Compute Engine: full VM control. GKE: managed K8s for container orchestration. App Engine: PaaS (standard=sandboxed, flex=containers). Cloud Run: serverless containers, auto-scale to zero. Choice depends on control needs and operational maturity.

  2. Question 2Infrastructure and Application Modernization

    What is Google Anthos used for?

    AOnly managing GCP resources
    BManaging applications across on-premises, Google Cloud, and other clouds using a consistent Kubernetes-based platform
    CEmail management
    DDNS hosting
    Show Answer & Explanation
    Correct Answer: B
    Explanation:

    Anthos: multi-cloud/hybrid application platform. Run Kubernetes workloads consistently on GCP (GKE), on-premises (Anthos on VMware/bare metal), and other clouds (Anthos on AWS/Azure). Provides: unified management, service mesh (Anthos Service Mesh), config management, and policy enforcement.

  3. Question 3Infrastructure and Application Modernization

    What is Google Kubernetes Engine (GKE)?

    AA virtual machine service
    BA managed Kubernetes service for deploying, scaling, and managing containerized applications
    CA database service
    DA CDN service
    Show Answer & Explanation
    Correct Answer: B
    Explanation:

    GKE: managed Kubernetes environment. Google handles the control plane, node upgrades, security patches, and monitoring. Supports Autopilot mode (fully managed nodes) and Standard mode (more control). Ideal for microservices architectures.

  4. Question 4Infrastructure and Application Modernization

    What is Google Kubernetes Engine (GKE) used for?

    AObject storage
    BManaged Kubernetes service for running containerized workloads
    CRelational database hosting
    DCDN management
    Show Answer & Explanation
    Correct Answer: B
    Explanation:

    GKE provides a managed Kubernetes environment for deploying, scaling, and managing containerized applications, handling cluster infrastructure, upgrades, and maintenance.

  5. Question 5Infrastructure and Application Modernization

    What are the benefits of Cloud Run over GKE?

    ANo benefits
    BCloud Run: serverless (no cluster management), auto-scale to zero, pay per request, simpler deployment. GKE: more control, persistent workloads, custom networking, and complex orchestration.
    CGKE is always better
    DSame features
    Show Answer & Explanation
    Correct Answer: B
    Explanation:

    Cloud Run advantages: zero infrastructure management, scale to zero (cost savings), rapid deployments (seconds), any language/binary (container-based), and built-in HTTPS. GKE advantages: persistent workloads, custom scheduling, sidecars, service mesh, stateful sets, and DaemonSets. Choose Cloud Run for: stateless microservices, event-driven workloads. Choose GKE for: complex orchestration needs.

Key Infrastructure Concepts for CDL

compute enginegkecloud runapp engineanthoscontainerskubernetesserverlesshybrid cloud

CDL Infrastructure Exam Tips

Infrastructure and Application Modernization questions in CDL are typically scenario-based. Focus on service-level decision making aligned to official exam objectives. Priority concepts: compute engine, gke, cloud run, app engine, anthos, containers.

What CDL Expects

  • Anchor your answer in select the most practical, secure, and scalable answer for the stated scenario.
  • Infrastructure scenarios for CDL are frequently mapped to Domain 3 (~25%), so read the objective carefully before picking controls or architecture.
  • Expect multi-service scenarios where Infrastructure interacts with IAM, networking, storage, or observability patterns rather than appearing as an isolated service question.
  • When two options are both technically valid, prefer the choice that best aligns with the exam's operational scope (Foundational) and managed-service best practices.

High-Value Infrastructure Concepts

  • Know the core Infrastructure building blocks cold: compute engine, gke, cloud run, app engine.
  • Review the edge-case features and limits for anthos, containers; these details are commonly used to differentiate answer choices.
  • Practice service-integration reasoning: how Infrastructure pairs with Digital Transformation, Security & Operations in real deployment patterns.
  • For CDL, explain why the chosen Infrastructure design meets reliability, security, and cost expectations better than the alternatives.

Common CDL Traps

  • Watch for answers that partially solve the requirement but miss operational constraints.
  • Questions in Infrastructure and Application Modernization often include distractors that look correct for Infrastructure but violate least-privilege, durability, or availability requirements.
  • Avoid picking options purely by feature name; validate data path, failure handling, and governance impact before answering.
  • If the prompt hints at automation or repeatability, eliminate manual-only operational answers first.

Fast Review Checklist

  • Can you compare at least two Infrastructure implementation paths and justify which one best fits the scenario?
  • Can you map the chosen answer back to Infrastructure and Application Modernization (~25%) outcomes for CDL?
  • Can you explain security and access boundaries for Infrastructure without relying on default-open assumptions?
  • Can you describe how Infrastructure integrates with Digital Transformation and Security & Operations during failure, scaling, and monitoring events?

Exam Domains Covering Infrastructure

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