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Download DemoVendor: Amazon
Certifications: AWS Certified Professional
Exam Code: SAP-C02
Exam Name: AWS Certified Solutions Architect - Professional
Updated: Apr 19, 2024
Q&As: 634
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A company has a photo sharing social networking application. To provide a consistent experience for users, the company performs some image processing on the photos uploaded by users before publishing on the application. The image processing is implemented using a set of Python libraries.
The current architecture is as follows:
The image processing Python code runs in a single Amazon EC2 instance and stores the processed images in an Amazon S3 bucket named ImageBucket. The front-end application, hosted in another bucket, loads the images from ImageBucket to display to users.
With plans for global expansion, the company wants to implement changes in its existing architecture to be able to scale for increased demand on the application and reduce management complexity as the application scales.
Which combination of changes should a solutions architect make? (Select TWO.)
A. Place the image processing EC2 instance into an Auto Scaling group.
B. Use AWS Lambda to run the image processing tasks.
C. Use Amazon Rekognition for image processing.
D. Use Amazon CloudFront in front of ImageBucket.
E. Deploy the applications in an Amazon ECS cluster and apply Service Auto Scaling.
Correct Answer: BD
https://prismatic.io/blog/why-we-moved-from-lambda-to-ecs/
A company is collecting a large amount of data from a fleet of loT devices. Data is stored as Optimized Row Columnar (ORC) files in the Hadoop Distributed File System (HDFS) on a persistent Amazon EMR cluster. The company's data analytics team queries the data by using SQL in Apache Presto deployed on the same EMR cluster Queries scan large amounts of data always run for less than 15 minutes, and run only between 5 PM and 10 PM.
The company is concerned about the high cost associated with the current solution A solutions architect must propose the most cost-effective solution that will allow SQL data queries.
Which solution will meet these requirements?
A. Store data m Amazon S3 Use Amazon Redshift Spectrum to query data.
B. Store data m Amazon S3 Use the AWS Glue Data Catalog and Amazon Athena to query data.
C. Store data in EMR File System (EMRFS). Use Presto n Amazon EMR to query data.
D. Store data in Amazon Redshift Use Amazon Redshift to query data
Correct Answer: B
(https://stackoverflow.com/questions/50250114/athena-vs-redshift-spectrum)
A flood monitoring agency has deployed more than 10.000 water-level monitoring sensors. Sensors send continuous data updates, and each update Is less than 1 MB in size. The agency has a fleet of on-premises application servers. These servers receive updates from the sensors, convert the raw data into a human readable format, and write the results to an on-premises relational database server Data analysts then use simple SQL queries to monitor the data.
The agency wants to increase overall application availability and reduce the effort that is required to perform maintenance tasks. These maintenance tasks, which include updates and patches to the application servers, cause downtime. While an application server is down, data is lost from sensors because the remaining servers cannot handle the entire workload.
The agency wants a solution that optimizes operational overhead and costs. A solutions architect recommends the use of AWS loT Core to collect the sensor data.
What else should the solutions architect recommend to meet these requirements?
A. Send the sensor data to Amazon Kinesis Data Firehose. Use an AWS Lambda function to read the Kinesis Data Firehose data, convert it to .csv format, and insert it into an Amazon Aurora MySQL DB Instance. Instruct the data analysts to query the data directly from the DB Instance.
B. Send the sensor data to Amazon Kinesis Data Firehose. Use an AWS Lambda function to read the Kinesis Data Firehose data, convert it to Apache Parquet format, and save it to an Amazon S3 bucket. Instruct the data analysts to query the data by using Amazon Athena.
C. Send the sensor data to an Amazon Kinesis Data Analytics application to convert the data to csv format and store it in an Amazon S3 bucket. Import the data Into an Amazon Aurora MySQL DB instance. Instruct the data analysts to query the data directly from the DB instance
D. Send the sensor data to an Amazon Kinesis Data Analytics application to convert the data to Apache Parquet format and store it in an Amazon S3 bucket. Instruct the data analysts to query the data by using Amazon Athena.
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