1) Which GCP service allows you to create virtual private cloud networks with subnets and IP address ranges?

2) What is the primary use of Cloud Shell in GCP?

3) Which GCP storage class is designed for frequently accessed data and provides the lowest latency?

4) What does GCP’s Cloud Monitoring service primarily provide?

5) Which of the following services is ideal for large-scale batch data processing using Apache Spark or Hadoop on GCP?

6) You need to run an application with custom machine learning models on GCP. The application requires GPUs for processing but needs to scale down during off-peak hours. Which combination of services would best meet these requirements?

7) Which of the following GCP services would be the most efficient for performing ETL jobs on a petabyte-scale dataset while ensuring low latency and high availability?

8) You are designing a high-availability web application on GCP that requires global load balancing and automatic failover in case of region failure. Which of these combinations would best satisfy the requirement?

9) You have a dataset stored in Google Cloud Storage that needs to be processed by multiple regional data pipelines. To minimize network egress costs while achieving high-performance data access, what would be the most effective storage option?

10) A company wants to enable cross-region replication for their Cloud SQL database to ensure data redundancy. Which configuration option would best meet this requirement?

11) You are tasked with designing a solution on GCP to support real-time analytics on streaming data. The system must be able to scale automatically and process data with low latency. Which combination of services would best fulfill these requirements?

12) Which GCP feature allows for the analysis and visualization of service latency, error rates, and resource usage to identify performance issues in an application?

13) If you need to analyze large volumes of unstructured text for sentiment and entity detection, while ensuring compliance with privacy standards, which combination of GCP services would you choose?

14) A team needs to schedule recurring ETL workflows involving both on-premises and GCP data sources. They want a fully managed and orchestrated solution. Which service would be most appropriate?

15) A company has multiple GCP projects and wants to centralize access control management to ensure consistent policy enforcement. Which of the following is the most efficient approach?

16) You are designing a backup strategy for critical data stored in Google Cloud Storage. The data must be highly durable, cost-effective, and accessible within hours if needed. Which storage class would best meet this requirement?

17) You are deploying a microservices architecture on GCP with traffic spikes at unpredictable intervals. Which combination of services would provide the most efficient and scalable solution?

18) A machine learning model hosted on GCP requires real-time predictions with auto-scaling capabilities and minimal infrastructure management. Which GCP service should you use?

19) Which GCP service would be best suited for providing secure access to web applications hosted on private GKE clusters without exposing the app to the public internet?

20) You need to design a highly resilient architecture for a critical application with strong consistency and regional redundancy. Which GCP database service would best support this requirement?