Which service allows you to perform database queries using SQL-like syntax for NoSQL databases?
ABigQuery
BCloud SQL
CCloud Firestore
DCloud Spanner
Explanation
Cloud Firestore supports SQL-like queries for NoSQL data, unlike the others which have different querying mechanisms.
Q422
A company needs to analyze large datasets efficiently with serverless architecture. Which Google Cloud service should they use?
ACloud Pub/Sub
BCloud Dataflow
CCloud Storage
DCloud Run
Explanation
Cloud Dataflow is specifically optimized for data processing in a serverless manner, unlike the others which serve different purposes.
Q423
You are configuring a Cloud Spanner instance expected to grow rapidly. What characteristic should you prioritize?
ASingle region configuration
BRead-only replicas
CHorizontal scaling capabilities
DIntegrated data backup
Explanation
Horizontal scaling capabilities are essential for handling rapid data growth effectively, while the other options are not directly related to scaling.
Q424
Which Google Cloud service is best for real-time data analytics?
ABigQuery
BCloud Storage
CCloud Pub/Sub
DCloud Functions
Explanation
BigQuery supports real-time analytics; others focus on storage or messaging.
Q425
A company needs to store large amounts of unstructured data for machine learning. Which storage option is ideal?
ACloud SQL
BFirestore
CCloud Storage
DBigtable
Explanation
Cloud Storage handles unstructured data well; the others focus on structured or limited use cases.
Q426
What happens when you oversize a Cloud SQL instance?
AIncreased performance at no cost
BHigher costs without significant benefits
CAuto-scaling will address it
DReduced availability risks
Explanation
Oversizing leads to unnecessary expenses without proportional performance gains; auto-scaling does not apply here.
Q427
Which Google Cloud service is best for real-time analytics?
ABigQuery
BCloud Storage
CCloud SQL
DCloud Pub/Sub
Explanation
BigQuery is designed for real-time analytics, while Cloud Storage is for data storage, Cloud SQL is a relational database, and Cloud Pub/Sub handles messaging.
Q428
A company needs to ensure data compliance regulations. Which strategy should be prioritized?
AData encryption in transit
BBackups every 24 hours
CUsing Multi-Zone configurations
DSetting up logs for operations
Explanation
Data encryption in transit protects sensitive information, whereas other options are important but do not directly address compliance needs.
Q429
You are configuring a Cloud Spanner instance. What impact does adding 4 nodes have on performance?
ADecreases throughput
BIncreases availability only
CIncreases both throughput and availability
DNo effect on performance
Explanation
Adding nodes increases both throughput and availability due to improved resource allocation, while other options do not accurately reflect the benefits.
Q430
Which service is used for data warehousing in GCP?
ABigQuery
BCloud SQL
CDatastore
DFirestore
Explanation
BigQuery is specifically designed for data warehousing; others are for transactional or NoSQL data.