What should a solutions architect do to meet these requirements?

2026-04-03
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In: SAP-C02
With: 2 Comments

A scientific company needs to process text and image data from an Amazon S3 bucket.The data is collected from several radar stations during a live, time-critical phase of a deep space mission.The radar stations upload the data to the source S3 bucket.The data is prefixed by radar station identification number.The company created a destination S3 bucket in a second account.Data must be copied from the source S3 bucket to the destination S3 bucket to meet a compliance objective.This replication occurs through the use of an S3 replication rule to cover all objects in the source S3 bucket.One specific radar station is identified as having the most accurate data.Data replication at this radar station must be monitored for completion within 30 minutes after the radar station uploads the objects to the source S3 bucket.What should a solutions architect do to meet these requirements?Read More →

Which solution will meet these requirements?

2026-04-03
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In: MLS-C01
With: 2 Comments

A machine learning (ML) engineer at a bank is building a data ingestion solution to provide transaction features to financial ML models.Raw transactional data is available in an Amazon Kinesis data stream.The solution must compute rolling averages of the ingested data from the data stream and must store the results in Amazon SageMaker Feature Store.The solution also must serve the results to the models in near real time.Which solution will meet these requirements?Read More →

Which solution meets these requirements?

2026-04-03
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In: SAA-C02
With: 2 Comments

A company hosts an online shopping application that stores all orders in an Amazon RDS for PostgreSQL Single-AZ DB instance.Management wants to eliminate single points of failure and has asked a solutions architect to recommend an approach to minimize database downtime without requiring any changes to the application code.Which solution meets these requirements?Read More →

What should the database specialist do to meet these requirements?

2026-04-03
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In: DBS-C01
With: 2 Comments

An application reads and writes data to an Amazon RDS for MySQL DB instance.A new reporting dashboard needs read-only access to the database.When the application and reports are both under heavy load, the database experiences performance degradation.A database specialist needs to improve the database performance.What should the database specialist do to meet these requirements?Read More →

Which steps will allow the solutions architect to perform the migration within the specified timeline?

2026-04-02
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In: SAP-C01
With: 2 Comments

A solutions architect has been assigned to migrate a 50 TB Oracle data warehouse that contains sales data from on-premises to Amazon Redshift.Major updates to the sales data occur on the final calendar day of the month.For the remainder of the month, the data warehouse only receives minor daily updates and is primarily used for reading and reporting.Because of this, the migration process must start on the first day of the month and must be complete before the next set of updates occur.This provides approximately 30 days to complete the migration and ensure that the minor daily changes have been synchronized with theAmazon Redshift data warehouse.Because the migration cannot impact normal business network operations, the bandwidth allocated to the migration for moving data over the internet is 50 Mbps.The company wants to keep data migration costs low.Which steps will allow the solutions architect to perform the migration within the specified timeline?Read More →