A data scientist has 20 TB of data in CSV format in an Amazon S3 bucket.The data scientist needs to convert the data to Apache Parquet format.How can the data scientist convert the file format with the LEAST amount of effort?Read More →
An organization is measuring the latency of an application every minute and storing data inside a file in the JSON format.The organization wants to send all latency data to AWS CloudWatch.How can the organization achieve this?Read More →
A company wants to continuously improve processes and procedures to deliver business value.Which pillar of the AWS Well-Architected Framework does this goal represent?Read More →
A developer is working on a serverless application that needs to process any changes to an Amazon DynamoDB table with an AWS Lambda function.How should the developer configure the Lambda function to detect changes to the DynamoDB table?Read More →
An organization is using AWS CloudTrail, Amazon CloudWatch Logs, and Amazon CloudWatch to send alerts when new access keys are created.However, the alerts are no longer appearing in the Security Operations mail box.Which of the following actions would resolve this issue?Read More →
A company uses AWS Organizations.The company has an organization that has a central management account.The company plans to provision multiple AWS accounts for different departments.All department accounts must be a member of the company’s organization.Compliance requirements state that each account must have only one VPC.Additionally, each VPC must have an identical network security configuration that includes fully configured subnets, gateways, network ACLs, and security groups.The company wants this security setup to be automatically applied when a new department account is created.The company wants to use the central management account for all security operations, but the central management account should not have the security setup.Which approach meets these requirements with the LEAST amount of setup?Read More →
A SysOps administrator manages the caching of an Amazon CloudFront distribution that serves pages of a website, The SysOps administrator needs to configure the distribution so that the TTL of individual pages can vary. The TTL of the individual pages must remain within the maximum TLL and the minimum TTL that are set for the distribution.Which solution will meet these requirements?Read More →
A DevOps Engineer manages a web application that runs on Amazon EC2 instances behind an Application Load Balancer (ALB).The instances run in an EC2Auto Scaling group across multiple Availability Zones.The engineer needs to implement a deployment strategy that:✑ Launches a second fleet of instances with the same capacity as the original fleet.✑ Maintains the original fleet unchanged while the second fleet is launched.✑ Transitions traffic to the second fleet when the second fleet is fully deployed.✑ Terminates the original fleet automatically 1 hour after transition.Which solution will satisfy these requirements?Read More →
An online advertising company uses an Amazon DynamoDb table as its data store.The table has Amazon DynamoDB Streams enabled and has a global secondary index on one of the keys.The table is encrypted using an AWS Key Management Service (AWS KMS) customer managed key.The company has decided to expand its operations globally and wants to replicate the database in a different AWS Region by using DynamoDB global tables.Upon review, an administrator notices the following:✑ No role with the dynamodb: CreateGlobalTable permission exists in the account.✑ An empty table with the same name exists in the new Region where replication is desired.✑ A global secondary index with the same partition key but a different sort key exists in the new Region where replication is desired.Which configurations will block the creation of a global table or the creation of a replica in the new Region? (Choose two.)Read More →
A company is preparing a new data platform that will ingest real-time streaming data from multiple sources.The company needs to transform the data before writing the data to Amazon S3.The company needs the ability to use SQL to query the transformed data.Which solutions will meet these requirements? (Choose two.)Read More →
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