- A
Google Kubernetes Engine (GKE)
Why wrong: GKE runs containers using Kubernetes but requires cluster configuration and management. It doesn't scale to zero by default and requires more operational expertise than Cloud Run.
- B
Cloud Run
Cloud Run is fully managed serverless for containers. No Kubernetes, no cluster management — just deploy the container and Cloud Run handles scaling (including to zero), networking, and infrastructure.
- C
Compute Engine
Why wrong: Compute Engine provides VMs, not managed container platforms. It requires significant configuration and management and doesn't automatically scale to zero.
- D
App Engine Standard
Why wrong: App Engine Standard also scales to zero and is managed, but it's a code deployment platform (not container-native). Cloud Run accepts any container, not just App Engine-compatible runtimes.
Quick Answer
The answer is Cloud Run, the best fit for deploying a containerized web application without managing servers, clusters, or Kubernetes configuration. Cloud Run is a fully managed serverless container platform that automatically scales to zero when not in use and instantly scales up to handle bursts of traffic, abstracting all infrastructure management away from the developer. On the Google Cloud Digital Leader exam, this question tests your understanding of serverless compute options and the distinction between Cloud Run and services like Google Kubernetes Engine or Compute Engine, which require cluster or server management. A common trap is confusing Cloud Run with Cloud Functions, but remember that Cloud Functions is for event-driven code snippets, while Cloud Run is for full containerized applications. For a quick memory tip, think “Run for containers, Functions for code” to keep the use cases straight.
Cloud Digital Leader Practice Question: Google Cloud products, services, and solutions
This GCDL practice question tests your understanding of google cloud products, services, and solutions. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. 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 developer wants to deploy a containerized web application without managing servers, clusters, or Kubernetes configuration. The application should automatically scale to zero when not in use and handle bursts of traffic. Which Google Cloud service is the best fit?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue:
"best"Why it matters: Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Cloud Run
Cloud Run is the best fit because it is a fully managed serverless container platform that automatically scales to zero when idle and scales up to handle traffic bursts, without requiring any server, cluster, or Kubernetes configuration. The developer simply deploys a container image, and Cloud Run handles all infrastructure management, including scaling and load balancing.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Google Kubernetes Engine (GKE)
Why it's wrong here
GKE runs containers using Kubernetes but requires cluster configuration and management. It doesn't scale to zero by default and requires more operational expertise than Cloud Run.
- ✓
Cloud Run
Why this is correct
Cloud Run is fully managed serverless for containers. No Kubernetes, no cluster management — just deploy the container and Cloud Run handles scaling (including to zero), networking, and infrastructure.
Clue confirmation
The clue word "best" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Compute Engine
Why it's wrong here
Compute Engine provides VMs, not managed container platforms. It requires significant configuration and management and doesn't automatically scale to zero.
- ✗
App Engine Standard
Why it's wrong here
App Engine Standard also scales to zero and is managed, but it's a code deployment platform (not container-native). Cloud Run accepts any container, not just App Engine-compatible runtimes.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse Cloud Run with App Engine Standard, thinking both support containers, but App Engine Standard requires specific language runtimes and does not allow custom container images, while Cloud Run is purpose-built for containerized workloads with automatic zero-scaling.
Detailed technical explanation
How to think about this question
Cloud Run uses Knative, an open-source Kubernetes-based platform, to abstract away cluster management. It supports HTTP/2, gRPC, and can scale from 0 to thousands of instances in seconds based on concurrent request limits (default 80). A real-world scenario is a chatbot or webhook endpoint that receives sporadic traffic — Cloud Run ensures zero cost during idle periods and instant scaling on demand.
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.
TExam Day Tips
- 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.
Real-world example
How this comes up in practice
An e-commerce site experiences heavy traffic on Black Friday and near-zero traffic during off-peak weeks. Rather than provisioning permanent large VMs, the team uses auto-scaling groups that add capacity automatically under load and reduce it overnight. Questions like this test whether you understand elasticity, availability zones, and cloud compute scaling patterns.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
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FAQ
Questions learners often ask
What does this GCDL question test?
Google Cloud products, services, and solutions — This question tests Google Cloud products, services, and solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Cloud Run — Cloud Run is the best fit because it is a fully managed serverless container platform that automatically scales to zero when idle and scales up to handle traffic bursts, without requiring any server, cluster, or Kubernetes configuration. The developer simply deploys a container image, and Cloud Run handles all infrastructure management, including scaling and load balancing.
What should I do if I get this GCDL question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "best". Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
Same concept, more angles
1 more ways this is tested on GCDL
These questions test the same concept from different angles. Work through them to make sure you can recognise it however the exam phrases it.
Variation 1. 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?
hard- A.Google Kubernetes Engine (GKE) Standard mode, where the team manages node pools and cluster configuration
- ✓ B.Cloud Run, which executes container images on fully managed serverless infrastructure with automatic scaling and no cluster or node management
- C.Compute Engine with a startup script that pulls and runs the container image from Artifact Registry
- D.App Engine Flexible, which runs containers on managed virtual machines
Why B: Cloud Run is the correct choice because it provides a fully managed serverless platform that executes container images without any cluster or node management. It automatically handles scaling, infrastructure provisioning, and maintenance, aligning perfectly with the requirement to avoid managing Kubernetes cluster infrastructure entirely.
Last reviewed: Jun 11, 2026
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.
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