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GCDL Practice Question: Run containerized workloads but wants to avoid…
This GCDL practice question tests your understanding of run containerized workloads but wants to avoid…. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company needs to run containerized workloads but wants to avoid managing Kubernetes cluster infrastructure (node pools, cluster upgrades, node autoscaling) entirely. They want to simply deploy container images and have Google Cloud manage all underlying infrastructure automatically. Which Google Cloud product best fits this fully managed container execution requirement?
Answer choices
Why each option matters
Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.
A
Best answer
Cloud Run, which executes container images on fully managed serverless infrastructure with automatic scaling and no cluster or node management
Cloud Run is the answer. Developers provide a container image; Cloud Run handles all infrastructure: no node pools, no cluster upgrades, no capacity planning. It scales automatically from zero to thousands of instances based on request traffic. It's the most infrastructure-free container execution option on Google Cloud.
B
Distractor review
Compute Engine with a startup script that pulls and runs the container image from Artifact Registry
Compute Engine VMs require substantial infrastructure management: VM provisioning, OS patching, Docker installation, startup script maintenance, autoscaling configuration, and load balancer setup. This is the opposite of managed infrastructure.
C
Distractor review
App Engine Flexible, which runs containers on managed virtual machines
App Engine Flexible runs containers on managed VMs but is slower to scale, doesn't scale to zero, and has more infrastructure overhead than Cloud Run. Cloud Run is the modern, preferred choice for containerized serverless execution.
D
Distractor review
Google Kubernetes Engine (GKE) Standard mode, where the team manages node pools and cluster configuration
GKE Standard requires managing cluster infrastructure: node pools, cluster upgrades, node auto-provisioning, and cluster-level settings. The requirement is to avoid all infrastructure management.
Common exam trap
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Technical deep dive
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Related practice questions
Related GCDL practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
More questions from this exam
Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.
Question 1
A traditional retailer currently maintains its own data centers, purchasing servers every 3–5 years and paying for facilities, power, and staff regardless of demand. When it migrates its workloads to the public cloud, which change in cost model does it experience?
Question 2
An e-commerce company plans its infrastructure for peak shopping events (e.g., Black Friday) which drive 50× normal traffic. On-premises, they must maintain 50× capacity year-round. In the cloud, they provision 50× capacity only during peak periods. Which cloud characteristic enables this cost optimization?
Question 3
Which term describes the process by which organizations integrate digital technology into all areas of their business, fundamentally changing how they operate and deliver value to customers?
Question 4
When a company moves from maintaining its own data center to using Google Cloud, which operational responsibility does Google assume that the company previously managed?
Question 5
A hospital runs a patient records system that must remain on-premises due to strict regulatory data residency requirements. However, they also want to use cloud-based AI for diagnostic imaging analysis. Which cloud deployment model best describes their architecture?
Question 6
What is virtualization in the context of cloud computing, and why is it fundamental to how cloud providers deliver services?
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FAQ
Questions learners often ask
What does this GCDL question test?
Read the scenario before looking for a memorised answer.
What is the correct answer to this question?
The correct answer is: Cloud Run, which executes container images on fully managed serverless infrastructure with automatic scaling and no cluster or node management — Cloud Run is a fully managed serverless container execution platform. Developers deploy container images; Cloud Run handles all underlying infrastructure, auto-scaling (including scale-to-zero), HTTPS routing, and concurrency management. Unlike GKE (which requires managing cluster infrastructure), Cloud Run is truly infrastructure-free. GKE Autopilot is also a strong option but still involves Kubernetes concepts.
What should I do if I get this GCDL question wrong?
Identify which GCDL exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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This GCDL practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the GCDL exam.