Which solution will meet these requirements?

2026-03-19
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In: SAP-C02
With: 2 Comments

An entertainment company recently launched a new game.To ensure a good experience for players during the launch period, the company deployed a static quantity of 12 r6g.16xlarge (memory optimized) Amazon EC2 instances behind a Network Load Balancer.The company’s operations team used the Amazon CloudWatch agent and a custom metric to include memory utilization in its monitoring strategy.Analysis of the CloudWatch metrics from the launch period showed consumption at about one quarter of the CPU and memory that the company expected.Initial demand for the game has subsided and has become more variable.The company decides to use an Auto Scaling group that monitors the CPU and memory consumption to dynamically scale the instance fleet.A solutions architect needs to configure the Auto Scaling group to meet demand in the most cost-effective way.Which solution will meet these requirements?Read More →

What should a solutions architect do to meet these requirements?

2026-03-19
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In: SAA-C02
With: 2 Comments

A company has an application that uses Amazon Elastic File System (Amazon EFS) to store data.The files are 1 GB in size or larger and are accessed often only for the first few days after creation.The application data is shared across a cluster of Linux servers.The company wants to reduce storage costs tor the application.What should a solutions architect do to meet these requirements?Read More →

Which solution will meet these requirements with the LEAST development effort?

2026-03-19
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In: DVA-C02
With: 2 Comments

A company’s developer has deployed an application in AWS by using AWS CloudFormation.The CloudFormation stack includes parameters in AWS Systems Manager Parameter Store that the application uses as configuration settings.The application can modify the parameter values.When the developer updated the stack to create additional resources with tags, the developer noted that the parameter values were reset and that the values ignored the latest changes made by the application.The developer needs to change the way the company deploys the CloudFormation stack.The developer also needs to avoid resetting the parameter values outside the stack.Which solution will meet these requirements with the LEAST development effort?Read More →

Which of the following steps would be optimal for debugging these application issues?

2026-03-19
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In: SAP-C01
With: 2 Comments

The Solutions Architect manages a serverless application that consists of multiple API gateways, AWS Lambda functions, Amazon S3 buckets, and AmazonDynamoDB tables.Customers say that a few application components slow while loading dynamic images, and some are timing out with the `504 GatewayTimeout` error.While troubleshooting the scenario, the Solutions Architect confirms that DynamoDB monitoring metrics are at acceptable levels.Which of the following steps would be optimal for debugging these application issues? (Choose two.)Read More →

Which solution will meet these requirements with the LEAST downtime?

2026-03-19
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In: SAA-C03
With: 2 Comments

An ecommerce company runs its application on AWS.The application uses an Amazon Aurora PostgreSQL cluster in Multi-AZ mode for the underlying database.During a recent promotional campaign, the application experienced heavy read load and write load.Users experienced timeout issues when they attempted to access the application.A solutions architect needs to make the application architecture more scalable and highly available.Which solution will meet these requirements with the LEAST downtime?Read More →

Which solution will meet these requirements?

2026-03-19
By:
In: SAP-C02
With: 2 Comments

A team of data scientists is using Amazon SageMaker instances and SageMaker APIs to train machine learning (ML) models.The SageMaker instances are deployed in a VPC that does not have access to or from the internet.Datasets for ML model training are stored in an Amazon S3 bucket.Interface VPC endpoints provide access to Amazon S3 and the SageMaker APIs.Occasionally, the data scientists require access to the Python Package Index (PyPI) repository to update Python packages that they use as part of their workflow.A solutions architect must provide access to the PyPI repository while ensuring that the SageMaker instances remain isolated from the internet.Which solution will meet these requirements?Read More →