Vendor: Amazon
Exam Code: SAA-C03
Exam Name: AWS Certified Solutions Architect - Associate (SAA-C03)
Certification: Amazon Certifications
Total Questions: 1524 Q&A
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Updated on: May 25, 2026
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A company's reporting system delivers hundreds of csv files to an Amazon S3 bucket each day The company must convert these files to Apache Parquet format and must store the files in a transformed data bucket. Which solution will meet these requirements with the LEAST development effort?
A. Create an Amazon EMR cluster with Apache Spark installed Write a Spark application to transform the data Use EMR File System (EMRFS) to write files to the transformed data bucket
B. Create an AWS Glue crawler to discover the data Create an AWS Glue extract transform: and load (ETL) job to transform the data Specify the transformed data bucket in the output step
C. Use AWS Batch to create a job definition with Bash syntax to transform the data and output the data to the transformed data bucket Use the job definition to submit a job Specify an array job as the job type
D. Create an AWS Lambda function to transform the data and output the data to the transformed data bucket. Configure an event notification for the S3 bucket. Specify the Lambda function as the destination for the event notification.
A company wants to use high-performance computing and artificial intelligence to improve its fraud prevention and detection technology. The company requires distributed processing to complete a single workload as quickly as possible.
Which solution will meet these requirements?
A. Use Amazon Elastic Kubernetes Service (Amazon EKS) and multiple containers.
B. Use AWS ParallelCluster and the Message Passing Interface (MPI) libraries.
C. Use an Application Load Balancer and Amazon EC2 instances.
D. Use AWS Lambda functions.
A company uses an Amazon S3 bucket as its data lake storage platform. The S3 bucket contains a massive amount of data that is accessed randomly by multiple teams and hundreds of applications. The company wants to reduce the S3 storage costs and provide immediate availability for frequently accessed objects.
What is the MOST operationally efficient solution that meets these requirements?
A. Create an S3 Lifecycle rule to transition objects to the S3 Intelligent-Tiering storage class.
B. Store objects in Amazon S3 Glacier. Use S3 Select to provide applications with access to the data.
C. Use data from S3 storage class analysis to create S3 Lifecycle rules to automatically transition objects to the S3 Standard-Infrequent Access (S3 Standard-IA) storage class.
D. Transition objects to the S3 Standard-Infrequent Access (S3 Standard-IA) storage class. Create an AWS Lambda function to transition objects to the S3 Standard storage class when they are accessed by an application.
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