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CDL · Domain 4

Modernize Infrastructure and Applications with Google Cloud practice questions

Modernize Infrastructure and Applications with Google Cloud is worth 18% of the CDL exam — the heaviest of the 6 domains. Moving to the cloud and modernizing: migration terms (rehost, replatform, refactor, reimagine), compute terms, Compute Engine, GKE, Cloud Run, hybrid and multicloud products, and the business value of APIs and Apigee. Official (approximate) weighting ~18%. 6 fully worked examples are further down this page, answers included.

Exam weight
18%
the heaviest of the 6 domains
Questions
75
across 3 topics
Free, no account
5/day
a free account allows 10 a day
Explanations
Every option
right and wrong

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6 sample Modernize Infrastructure and Applications with Google Cloud questions, fully explained

Questions from the CDL bank mapped to domain 4, with the answer key and the reasoning behind every option. None of them repeat the examples on the main CDL practice page.

Question 1Modernize Infrastructure and Applications with Google Cloud

Before choosing how to move anything, a retailer wants a full inventory of its applications, how they depend on each other and how much they use, so it can estimate cloud costs. Which migration activity is this?

Choose one.

  • a
    Rehosting each of the servers onto cloud VMs without changes

    Rehosting is a way to move a workload. It happens after assessment has decided which workloads suit it, and it does not produce the inventory.

  • b
    Discovery and assessment of the current application estate Correct

    Discovery builds the inventory of applications, dependencies and resource use; assessment uses it to estimate cost and choose an approach for each workload. It comes before any move.

  • c
    Refactoring each of the applications into cloud microservices

    Refactoring changes code during or after a move. It is chosen for some workloads once assessment shows it is worth the effort.

  • d
    Retaining each application in the data center during review

    Retain is one outcome assessment can recommend for a workload. Keeping everything where it is does not build the inventory or estimate costs.

The concept

Discovery and assessment is the first migration phase: inventory workloads, map dependencies and usage, then decide the approach and estimate cost for each.

Why that’s the answer

The retailer is gathering facts about what it runs today so it can decide and budget. That is discovery (find and catalog) and assessment (analyze and decide). Rehost, refactor and retain are approaches that assessment chooses between afterwards.

How to reason it out
  1. Notice nothing is being moved yet.
  2. Identify the work as cataloguing applications, dependencies and usage.
  3. Match it to the phase that precedes every migration approach.

Exam tip: Discover and assess first; choose rehost, replatform, refactor, retain or retire afterwards.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

Question 2Modernize Infrastructure and Applications with Google Cloud

A company plans to move 300 applications. A consultant insists on first mapping how the applications depend on each other and how heavily each one is used. What business value does this step provide?

Choose one.

  • a
    It converts each application into containers so it can run on any cloud provider

    Mapping dependencies does not change the applications. Containerizing is a separate modernization step that some workloads may get later.

  • b
    It shows which applications must move together and what each will cost to run Correct

    Dependency mapping reveals which applications must be moved in the same wave so nothing breaks, and usage data supports right-sizing and cost estimates for the cloud.

  • c
    It moves the least-used applications first so the team can build confidence

    Starting with low-risk workloads can be a sensible wave choice, but that is a planning decision made using the assessment, not the value the mapping itself provides.

  • d
    It guarantees that no application will need changes after the move

    Assessment often shows that some applications need changes to run well in the cloud. Mapping dependencies informs those choices; it does not remove them.

The concept

Assessment turns an inventory into decisions: dependencies drive which workloads move together, and usage drives sizing and cost estimates.

Why that’s the answer

Without dependency data, a team can move one application and break another that still calls it on premises. Usage data stops the team from copying oversized servers into the cloud and lets it build a business case. The distractors describe later steps (containerizing, wave sequencing) or an unsafe shortcut.

How to reason it out
  1. Ask what the mapping produces: dependencies and utilization.
  2. Link dependencies to grouping workloads into waves.
  3. Link utilization to right-sizing and cost estimates.
  4. Reject options that describe a different migration step.

Exam tip: Dependency maps decide what moves together; usage data decides size and cost.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

Question 3Modernize Infrastructure and Applications with Google Cloud

During assessment, a bank finds a reporting application that nobody has used for a year; a newer system already does the same job. Which migration approach fits this application?

Choose one.

  • a
    Retain it by leaving it running in the data center

    Retain keeps an application where it is because it still has a reason to stay there. An unused, duplicated application has no such reason.

  • b
    Retire it by decommissioning it instead of moving it Correct

    Retiring means switching off an application that is no longer needed. It avoids paying to migrate and run something with no users.

  • c
    Rehost it by copying its server onto a cloud VM

    Rehosting would move an application that has no users, adding cloud cost for no business value.

  • d
    Replatform it onto a managed cloud database

    Replatforming improves an application as it moves. Improving something nobody uses is wasted effort.

The concept

Retire means decommissioning workloads that are no longer needed; assessment often finds several.

Why that’s the answer

The application has no users and its function is duplicated, so the cheapest and simplest outcome is to switch it off. Every other approach spends money keeping it alive, on premises or in the cloud.

How to reason it out
  1. Check whether the workload is still used.
  2. Check whether another system already covers its function.
  3. If neither, decommission rather than move.

Exam tip: No users and a replacement in place means retire, not migrate.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

Question 4Modernize Infrastructure and Applications with Google Cloud

A hospital has a scheduling application that a current regulation requires to stay in its own facility, and its servers were replaced last year. Which migration approach fits this application for now?

Choose one.

  • a
    Retire it and move its users to another application

    Retiring decommissions an application that is no longer needed. This one is in use and required, so switching it off is not an option.

  • b
    Rehost it onto cloud VMs with no changes to its code

    Rehosting moves the workload to the cloud, which the stated regulation does not currently allow.

  • c
    Refactor it into microservices before moving it

    Refactoring and then migrating still moves the workload out of the facility, which the regulation rules out for now.

  • d
    Retain it where it runs and review the decision later Correct

    Retaining keeps a workload in place when there is a good reason, such as a regulation or recent hardware investment, and revisits it when that reason changes.

The concept

Retain means keeping a workload where it is for now, because of a constraint such as regulation, recent investment or low migration value.

Why that’s the answer

The regulation keeps this workload on premises, and the new servers make staying cheap. Retaining it is a deliberate, temporary decision; the organization can revisit it when the rule or the hardware changes. Retire, rehost and refactor each break the stated constraint.

How to reason it out
  1. Find the constraint: the regulation keeps the workload on site.
  2. Note the extra reason: servers recently bought.
  3. Pick the approach that keeps it in place without switching it off.

Exam tip: Retain is keep-for-now, with a reason and a review date; retire is switch-off.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

Question 5Modernize Infrastructure and Applications with Google Cloud

An assessment report lists findings for several applications. Which TWO findings point toward retaining an application rather than migrating it now? (Select TWO.)

Choose TWO.

  • a
    Its users have moved to a newer system that does the same job

    An application whose users have moved on is a candidate to retire (switch off), not to retain.

  • b
    It runs unchanged on a standard, widely supported operating system

    Running on a standard operating system makes the workload easy to rehost, which points toward migrating it.

  • c
    Its traffic rises sharply at the end of each month and then falls

    Spiky demand benefits from cloud elasticity and autoscaling, which is a reason to migrate rather than keep it on premises.

  • d
    A regulation requires its data to stay in the current facility Correct

    A legal or regulatory requirement to keep data on site is a classic reason to retain a workload until the rule changes or a compliant option exists.

  • e
    Its on-premises hardware was recently bought and is still being paid off Correct

    Recent hardware investment can make staying put the better business choice for now, so the workload is retained and reviewed later.

The concept

Retain applies when a workload has a good reason to stay where it is for now; retire applies when it is no longer needed.

Why that’s the answer

Regulation and recent investment are both reasons to keep a workload in place temporarily. An unused application is a retire candidate. A standard OS and spiky traffic are reasons that make migrating easier or more valuable.

How to reason it out
  1. For each finding, ask whether it argues for staying, leaving or switching off.
  2. Keep the two that argue for staying for now.
  3. Classify the unused application as retire.
  4. Classify easy-to-move and elastic workloads as migration candidates.

Exam tip: Retain needs a reason to stay; retire needs a reason to stop.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

Question 6Modernize Infrastructure and Applications with Google Cloud

A company must leave its data center within three months when the lease ends. It wants to move its applications to Google Cloud as fast as possible without changing them. Which migration approach fits?

Choose one.

  • a
    Rehost them, moving each application unchanged onto cloud VMs Correct

    Rehosting (lift and shift) moves workloads as they are onto cloud virtual machines. It is the fastest approach because nothing is redesigned.

  • b
    Replatform them, adopting managed services for parts of each one

    Replatforming adds targeted changes during the move. Those changes take time the three-month deadline does not allow.

  • c
    Refactor them, rewriting each application to a cloud-native design

    Refactoring changes code and architecture. It delivers more cloud benefit but takes far longer than a deadline-driven exit allows.

  • d
    Reimagine them, redesigning the business processes they support

    Reimagining rethinks the process and builds something new, which is the slowest path and changes the applications completely.

The concept

Rehost (lift and shift) moves a workload to the cloud unchanged; it is the fastest migration approach.

Why that’s the answer

A hard deadline and a requirement not to change the applications both point to rehosting. Replatform, refactor and reimagine each add change and time. The company can still modernize after it has left the data center.

How to reason it out
  1. Find the deciding constraints: speed and no changes.
  2. Rank the approaches from least change to most change.
  3. Pick the least-change approach that still moves the workload.

Exam tip: Deadline plus 'no changes' means rehost: lift and shift first, modernize later.

Cloud Migration Strategies and Compute Terms: Rehost, Replatform, Refactor, Containers, Serverless and Spot VMs (Cloud Digital Leader) — the lesson that teaches this.

What CDL domain 4 tests, topic by topic

The official exam guide breaks Modernize Infrastructure and Applications with Google Cloud into 3 topics. The question bank follows the same split, so a weak topic shows up as a cluster of misses you can go back and read.

Published CDL practice questions per topic in Modernize Infrastructure and Applications with Google Cloud
TopicWhat it coversQuestions
Describe how Google Cloud helps organizations transition to the cloudOfficial Cloud Digital Leader objective 4.1 (guide launched August 12, 2026). Define fundamental cloud migration terms (e.g., workload, discovery and assessment, retire, retain, rehost [lift and shift], replatform [move and improve], refactor; reimagine); Define the fundamental cloud compute terms (e.g., virtual machines (VMs), containerization and containers, applications and microservices, serverless computing, spot VMs, Kubernetes, autoscaling and load balancing, managed services).25
Describe the functionality, business use cases, and business value of Google Cloud's infrastructure offeringsOfficial Cloud Digital Leader objective 4.2 (guide launched August 12, 2026). Discuss the business value of using Compute Engine to create and run virtual machines on Google's infrastructure; Describe the business value of modern application development (e.g., flexible architectures like microservices, accelerated deployment processes through managed services, cost optimization, enhanced scalability and resilience, improved operational efficiency); Describe the business value of using GKE to deploy and manage containers; Describe the business value of using serverless computing Google Cloud products (e.g., Cloud Run; Cloud Run functions); Recognize the Google Cloud products that are supported on multicloud and hybrid cloud environments (e.g., AlloyDB Omni, BigQuery Omni, GKE Enterprise, Cloud SQL, Looker).25
Describe the business value of application programming interfaces (APIs)Official Cloud Digital Leader objective 4.3 (guide launched August 12, 2026). Define application programming interface (API); Describe how organizations can create new business opportunities by exposing and monetizing public-facing APIs; Describe the business value of using Apigee API Management.25
Total75

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Other CDL domains

Modernize Infrastructure and Applications with Google Cloud: your questions

Modernize Infrastructure and Applications with Google Cloud is domain 4 of the CDL exam guide and carries 18% of the scored content — the heaviest of the 6 domains. On a 55-question paper that works out to roughly 10 questions, though Google Cloud does not publish an exact per-domain count and individual exam forms vary.

Source

The domain weight and topic list on this page come from the official CDL exam guide.