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Download AWS Certified Data Analytics - Specialty (DAS-C01) Exam Exam Dumps

NEW QUESTION 51
A media company has been performing analytics on log data generated by its applications. There has been a recent increase in the number of concurrent analytics jobs running, and the overall performance of existing jobs is decreasing as the number of new jobs is increasing. The partitioned data is stored in Amazon S3 One Zone-Infrequent Access (S3 One Zone-IA) and the analytic processing is performed on Amazon EMR clusters using the EMR File System (EMRFS) with consistent view enabled. A data analyst has determined that it is taking longer for the EMR task nodes to list objects in Amazon S3.
Which action would MOST likely increase the performance of accessing log data in Amazon S3?

A. Redeploy the EMR clusters that are running slowly to a different Availability Zone.B. Use a hash function to create a random string and add that to the beginning of the object prefixes when storing the log data in Amazon S3.C. Use a lifecycle policy to change the S3 storage class to S3 Standard for the log data.D. Increase the read capacity units (RCUs) for the shared Amazon DynamoDB table.

Answer: A

 

NEW QUESTION 52
A marketing company has data in Salesforce, MySQL, and Amazon S3. The company wants to use data from these three locations and create mobile dashboards for its users. The company is unsure how it should create the dashboards and needs a solution with the least possible customization and coding.
Which solution meets these requirements?

A. Use Amazon Redshift federated queries to join the data sources. Use Amazon QuickSight to generate the mobile dashboards.B. Use Amazon Athena federated queries to join the data sources. Use Amazon QuickSight to generate the mobile dashboards.C. Use Amazon QuickSight to connect to the data sources and generate the mobile dashboards.D. Use AWS Lake Formation to migrate the data sources into Amazon S3. Use Amazon QuickSight to generate the mobile dashboards.

Answer: A

 

NEW QUESTION 53
A banking company wants to collect large volumes of transactional data using Amazon Kinesis Data Streams for real-time analytics. The company uses PutRecord to send data to Amazon Kinesis, and has observed network outages during certain times of the day. The company wants to obtain exactly once semantics for the entire processing pipeline.
What should the company do to obtain these characteristics?

A. Rely on the processing semantics of Amazon Kinesis Data Analytics to avoid duplicate processing of events.B. Rely on the exactly one processing semantics of Apache Flink and Apache Spark Streaming included in Amazon EMR.C. Design the data producer so events are not ingested into Kinesis Data Streams multiple times.D. Design the application so it can remove duplicates during processing be embedding a unique ID in each record.

Answer: D

 

NEW QUESTION 54
Once a month, a company receives a 100 MB .csv file compressed with gzip. The file contains 50,000 property listing records and is stored in Amazon S3 Glacier. The company needs its data analyst to query a subset of the data for a specific vendor.
What is the most cost-effective solution?

A. Load the data into Amazon S3 and query it with Amazon S3 Select.B. Load the data to Amazon S3 and query it with Amazon Athena.C. Query the data from Amazon S3 Glacier directly with Amazon Glacier Select.D. Load the data to Amazon S3 and query it with Amazon Redshift Spectrum.

Answer: A

 

NEW QUESTION 55
A financial company hosts a data lake in Amazon S3 and a data warehouse on an Amazon Redshift cluster.
The company uses Amazon QuickSight to build dashboards and wants to secure access from its on-premises Active Directory to Amazon QuickSight.
How should the data be secured?

A. Use an Active Directory connector and single sign-on (SSO) in a corporate network environment.B. Place Amazon QuickSight and Amazon Redshift in the security group and use an Amazon S3 endpoint to connect Amazon QuickSight to Amazon S3.C. Use a VPC endpoint to connect to Amazon S3 from Amazon QuickSight and an IAM role to authenticate Amazon Redshift.D. Establish a secure connection by creating an S3 endpoint to connect Amazon QuickSight and a VPC endpoint to connect to Amazon Redshift.

Answer: A

Explanation:
Explanation
https://docs.aws.amazon.com/quicksight/latest/user/directory-integration.html

 

NEW QUESTION 56
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