Google Associate Cloud Engineer Questions
And Correct Answers (Verified Answers) Plus
Rationales 2026 Q&A | Instant Download Pdf
1. Which Google Cloud service allows you to run containerized
applications without managing the underlying infrastructure?
A. Compute Engine
B. App Engine Standard Environment
C. Google Kubernetes Engine (GKE)
D. Cloud Functions
Rationale: Google Kubernetes Engine (GKE) is a managed Kubernetes
service that allows running containerized applications. Unlike App
Engine, it gives more control over orchestration and scaling.
2. You need a globally distributed, low-latency NoSQL database in
Google Cloud. Which service should you choose?
A. Cloud SQL
B. BigQuery
, C. Cloud Spanner
D. Firestore (in Datastore mode)
Rationale: Firestore is a globally distributed NoSQL database that
provides low-latency access. Cloud Spanner is relational and designed
for transactional workloads across regions, whereas Firestore is ideal
for flexible NoSQL schema.
3. Which command-line tool allows you to interact with Google
Cloud resources?
A. kubectl
B. gcloud
C. gsutil
D. bq
Rationale: The gcloud CLI is the primary tool for interacting with
Google Cloud resources. gsutil is for Cloud Storage and bq is for
BigQuery specifically.
4. You want to grant a user the ability to deploy applications on App
Engine without giving full project access. Which role is most
appropriate?
, A. Owner
B. Editor
C. App Engine Deployer
D. Viewer
Rationale: The App Engine Deployer role allows users to deploy
applications without broader project permissions. Editor and Owner
provide more access than necessary.
5. Which storage class is best for data that is accessed infrequently
but must remain available?
A. Standard
B. Nearline
C. Coldline
D. Archive
Rationale: Nearline storage is designed for data accessed less than
once a month. Coldline is for less frequent access, and Archive is for
long-term archival.
6. Which service would you use to analyze large datasets with
serverless, SQL-based queries?
, A. Bigtable
B. Cloud SQL
C. BigQuery
D. Dataproc
Rationale: BigQuery is a serverless, highly scalable data warehouse
that allows SQL-based analysis of large datasets without managing
infrastructure.
7. Your application requires secret management for API keys. Which
service should you use?
A. Cloud KMS
B. Secret Manager
C. Identity-Aware Proxy
D. Cloud IAM
Rationale: Secret Manager securely stores API keys, passwords, and
other sensitive data with access control. Cloud KMS is used for
encryption key management.
8. Which Google Cloud service can automatically scale your
application based on incoming traffic?
And Correct Answers (Verified Answers) Plus
Rationales 2026 Q&A | Instant Download Pdf
1. Which Google Cloud service allows you to run containerized
applications without managing the underlying infrastructure?
A. Compute Engine
B. App Engine Standard Environment
C. Google Kubernetes Engine (GKE)
D. Cloud Functions
Rationale: Google Kubernetes Engine (GKE) is a managed Kubernetes
service that allows running containerized applications. Unlike App
Engine, it gives more control over orchestration and scaling.
2. You need a globally distributed, low-latency NoSQL database in
Google Cloud. Which service should you choose?
A. Cloud SQL
B. BigQuery
, C. Cloud Spanner
D. Firestore (in Datastore mode)
Rationale: Firestore is a globally distributed NoSQL database that
provides low-latency access. Cloud Spanner is relational and designed
for transactional workloads across regions, whereas Firestore is ideal
for flexible NoSQL schema.
3. Which command-line tool allows you to interact with Google
Cloud resources?
A. kubectl
B. gcloud
C. gsutil
D. bq
Rationale: The gcloud CLI is the primary tool for interacting with
Google Cloud resources. gsutil is for Cloud Storage and bq is for
BigQuery specifically.
4. You want to grant a user the ability to deploy applications on App
Engine without giving full project access. Which role is most
appropriate?
, A. Owner
B. Editor
C. App Engine Deployer
D. Viewer
Rationale: The App Engine Deployer role allows users to deploy
applications without broader project permissions. Editor and Owner
provide more access than necessary.
5. Which storage class is best for data that is accessed infrequently
but must remain available?
A. Standard
B. Nearline
C. Coldline
D. Archive
Rationale: Nearline storage is designed for data accessed less than
once a month. Coldline is for less frequent access, and Archive is for
long-term archival.
6. Which service would you use to analyze large datasets with
serverless, SQL-based queries?
, A. Bigtable
B. Cloud SQL
C. BigQuery
D. Dataproc
Rationale: BigQuery is a serverless, highly scalable data warehouse
that allows SQL-based analysis of large datasets without managing
infrastructure.
7. Your application requires secret management for API keys. Which
service should you use?
A. Cloud KMS
B. Secret Manager
C. Identity-Aware Proxy
D. Cloud IAM
Rationale: Secret Manager securely stores API keys, passwords, and
other sensitive data with access control. Cloud KMS is used for
encryption key management.
8. Which Google Cloud service can automatically scale your
application based on incoming traffic?
