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Question 213 - DBS-C01 discussion

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A company is using Amazon Redshift as its data warehouse solution. The Redshift cluster handles the following types of workloads:

*Real-time inserts through Amazon Kinesis Data Firehose *Bulk inserts through COPY commands from Amazon S3 *Analytics through SQL queries Recently, the cluster has started to experience performance issues.

Which combination of actions should a database specialist take to improve the cluster's performance? (Choose three.)

A.
Modify the Kinesis Data Firehose delivery stream to stream the data to Amazon S3 with a high buffer size and to load the data into Amazon Redshift by using the COPY command.
Answers
A.
Modify the Kinesis Data Firehose delivery stream to stream the data to Amazon S3 with a high buffer size and to load the data into Amazon Redshift by using the COPY command.
B.
Stream real-time data into Redshift temporary tables before loading the data into permanent tables.
Answers
B.
Stream real-time data into Redshift temporary tables before loading the data into permanent tables.
C.
For bulk inserts, split input files on Amazon S3 into multiple files to match the number of slices on Amazon Redshift. Then use the COPY command to load data into Amazon Redshift.
Answers
C.
For bulk inserts, split input files on Amazon S3 into multiple files to match the number of slices on Amazon Redshift. Then use the COPY command to load data into Amazon Redshift.
D.
For bulk inserts, use the parallel parameter in the COPY command to enable multi-threading.
Answers
D.
For bulk inserts, use the parallel parameter in the COPY command to enable multi-threading.
E.
Optimize analytics SQL queries to use sort keys.
Answers
E.
Optimize analytics SQL queries to use sort keys.
F.
Avoid using temporary tables in analytics SQL queries.
Answers
F.
Avoid using temporary tables in analytics SQL queries.
Suggested answer: B, C, E

Explanation:


https://aws.amazon.com/blogs/big-data/top-10-performance-tuning-techniques-for-amazonredshift/

Tip #6: Improving the efficiency of temporary tables Tip #9: Maintaining efficient data loads Amazon Redshift best practices suggest using the COPY command to perform data loads of file-based-data.

Tip #3: Sort key recommendation Sorting a table on an appropriate sort key can accelerate query performance, especially queries with range-restricted predicates, by requiring fewer table blocks to be read from disk.

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asked 16/09/2024
Pranoy Bej
33 questions
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