Which solution will meet these requirements?

2026-04-04
By:
In: MLS-C01
With: 2 Comments

A media company is building a computer vision model to analyze images that are on social media.The model consists of CNNs that the company trained by using images that the company stores in Amazon S3.The company used an Amazon SageMaker training job in File mode with a single Amazon EC2 On-Demand Instance.Every day, the company updates the model by using about 10,000 images that the company has collected in the last 24 hours.The company configures training with only one epoch.The company wants to speed up training and lower costs without the need to make any code changes.Which solution will meet these requirements?Read More →

Which solution meets these requirements?

2026-04-04
By:
In: SAA-C02
With: 2 Comments

A company hosts multiple production applications.One of the applications consists of resources from Amazon EC2, AWS Lambda, Amazon RDS, Amazon SimpleNotification Service (Amazon SNS), and Amazon Simple Queue Service (Amazon SQS) across multiple AWS Regions.All company resources are tagged with a tag name of `application` and a value that corresponds to each application.A solutions architect must provide the quickest solution for identifying all of the tagged components.Which solution meets these requirements?Read More →

What should a database specialist do to avoid unnecessary charges for the unused cluster volume space?

2026-04-04
By:
In: DBS-C01
With: 2 Comments

A company is using Amazon Neptune as the graph database for one of its products.The company’s data science team accidentally created large amounts of temporary information during an ETL process.The Neptune DB cluster automatically increased the storage space to accommodate the new data, but the data science team deleted the unused information.What should a database specialist do to avoid unnecessary charges for the unused cluster volume space?Read More →

What are valid reasons for this failure?

2026-04-04
By:
In: DOP-C01
With: 2 Comments

A DevOps engineer is deploying a new version of a company’s application in an AWS CodeDeploy deployment group associated with its Amazon EC2 instances.After some time, the deployment fails.The engineer realizes that all the events associated with the specific deployment ID are in a Skipped status, and code was not deployed in the instances associated with the deployment group.What are valid reasons for this failure? (Choose two.)Read More →

What should the SysOps administrator do to meet these requirements with the LEAST operational overhead?

2026-04-04
By:
In: SOA-C02
With: 2 Comments

A company deploys a new application on three Amazon EC2 instances across three Availability Zones.The company uses a Network Load Balancer (NLB) to route traffic to the EC2 instances.A SysOps administrator must implement a solution so that the EC2 instances allow traffic from only the NLB.What should the SysOps administrator do to meet these requirements with the LEAST operational overhead?Read More →

What should the solutions architect do to meet these requirements?

2026-04-04
By:
In: SAP-C01
With: 2 Comments

A company uses AWS CloudFormation to deploy applications within multiple VPCs that are all attached to a transit gateway.Each VPC that sends traffic to the public internet must send the traffic through a shared services VPC.Each subnet within a VPC uses the default VPC route table, and the traffic is routed to the transit gateway.The transit gateway uses its default route table for any VPC attachment.A security audit reveals that an Amazon EC2 instance that is deployed within a VPC can communicate with an EC2 instance that is deployed in any of the company’s other VPCs.A solutions architect needs to limit the traffic between the VPCs.Each VPC must be able to communicate only with a predefined, limited set of authorized VPCs.What should the solutions architect do to meet these requirements?Read More →

Which solution meets these requirements?

2026-04-04
By:
In: DVA-C01
With: 2 Comments

A software company is using AWS CodeBuild to build an application.The buildspec runs the application build and creates a Docker image that contains the application.The company needs to push the Docker image to Amazon Elastic Container Registry (Amazon ECR) only upon the completion of each successful build.Which solution meets these requirements?Read More →