Amazon AWS

AWS Certified Generative AI Developer – Professional

AIP-C01

The AWS Certified Generative AI Developer – Professional (AIP-C01) exam tests your ability to build and deploy generative AI applications on AWS. It is designed for developers specializing in AI technologies.

498 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 41–50 of 498

Q41

A company needs to process large-scale log data in real-time. Which combination of AWS services should they use?

  • A S3 and Athena
  • B Kinesis and Lambda
  • C Glue and RDS
  • D Direct Connect and EBS
Explanation Kinesis allows for real-time processing, while Lambda can run the processing code.
Q42

You are configuring an Amazon SageMaker endpoint for inference. What will happen if you exceed the instance's capacity?

  • A Requests are queued up
  • B Requests return a timeout error
  • C Additional instances are launched
  • D Service automatically scales down
Explanation Exceeding capacity results in timeout errors, not queuing or auto-scaling by default.
Q43

Which AWS service provides real-time monitoring and alerts?

  • A Amazon CloudWatch
  • B AWS Lambda
  • C Amazon RDS
  • D AWS CodeDeploy
Explanation Amazon CloudWatch is designed for real-time monitoring, while AWS Lambda executes code and RDS is for databases.
Q44

A company needs to store large files for analysis without latency. Which service should they use?

  • A Amazon S3
  • B Amazon EBS
  • C AWS Glue
  • D AWS SQS
Explanation Amazon S3 allows for the storage of large files efficiently, opposed to EBS which is block storage.
Q45

What happens when an EC2 instance is terminated?

  • A Data on EBS persists
  • B All data is lost
  • C IAM roles are deleted
  • D It reboots automatically
Explanation Data on EBS can persist if it is an EBS volume configured to do so; terminating doesn't affect that.
Q46

Which AWS service is best for real-time data streaming?

  • A Amazon Kinesis
  • B Amazon S3
  • C AWS Lambda
  • D Amazon RDS
Explanation Amazon Kinesis is designed for real-time data streaming, unlike the other options which serve different purposes.
Q47

What happens when you exceed AWS Lambda's timeout limit?

  • A Lambda restarts automatically
  • B Lambda raises an error
  • C Lambda returns partial results
  • D Lambda executes forever
Explanation Exceeding the timeout limit results in an error; Lambda doesn’t restart or execute indefinitely.
Q48

A company needs to store and access unstructured data. Which service should they use?

  • A Amazon CloudFront
  • B Amazon S3
  • C Amazon RDS
  • D Amazon DynamoDB
Explanation Amazon S3 is ideal for unstructured data storage, while the other options serve structured data or distribution roles.
Q49

A company needs to process a large amount of data in real-time. Which AWS service should they use?

  • A Amazon Kinesis
  • B AWS Batch
  • C Amazon RDS
  • D AWS Lambda
Explanation Amazon Kinesis is designed for real-time data processing, while AWS Batch is for batch processing, RDS is for relational databases, and Lambda has limitations on streaming data.
Q50

What happens when you downsize an AWS Auto Scaling group?

  • A Instances are immediately terminated
  • B New instances are launched
  • C Instances are retired gracefully
  • D Scaling-in policy is ignored
Explanation Instances are terminated based on health and application load, allowing for a graceful retirement, unlike immediate termination.