Exam AWS Certified Data Engineer - Associate DEA-C01 topic 1 question 128 discussion

Exam question from Amazon's AWS Certified Data Engineer - Associate DEA-C01

Question #: 128
Topic #: 1

[All AWS Certified Data Engineer - Associate DEA-C01 Questions]

A media company wants to use Amazon OpenSearch Service to analyze rea-time data about popular musical artists and songs. The company expects to ingest millions of new data events every day. The new data events will arrive through an Amazon Kinesis data stream. The company must transform the data and then ingest the data into the OpenSearch Service domain.

Which method should the company use to ingest the data with the LEAST operational overhead?

A. Use Amazon Kinesis Data Firehose and an AWS Lambda function to transform the data and deliver the transformed data to OpenSearch Service.
B. Use a Logstash pipeline that has prebuilt filters to transform the data and deliver the transformed data to OpenSearch Service.
C. Use an AWS Lambda function to call the Amazon Kinesis Agent to transform the data and deliver the transformed data OpenSearch Service.
D. Use the Kinesis Client Library (KCL) to transform the data and deliver the transformed data to OpenSearch Service.

Show Suggested Answer

Suggested Answer: A 🗳️

by matt200 at Aug. 14, 2024, 1:50 p.m.

Disclaimers:

- ExamTopics website is not related to, affiliated with, endorsed or authorized by Amazon.
- Trademarks, certification & product names are used for reference only and belong to Amazon.

Comments

Submit Cancel

Evan_Lin

2 months ago

Selected Answer: B

why not B? Logstash is an open-source data ingestion tool that allows you to collect data from various sources, transform it, and send it to your desired destination. With prebuilt filters and support for over 200 plugins, Logstash allows users to easily ingest data regardless of the data source or type.

upvoted 2 times

...

maddyr

3 months, 2 weeks ago

Selected Answer: B

Logstash is a lightweight, open-source, server-side data processing pipeline that allows you to collect data from various sources, transform it on the fly, and send it to your desired destination. It is most often used as a data pipeline for Elasticsearch, an open-source analytics and search engine https://aws.amazon.com/what-is/elk-stack/#seo-faq-pairs#what-is-the-elk-stack

upvoted 2 times

...

mzansikiller

8 months, 1 week ago

Amazon Kinesis Data Firehose is a fully managed service that reliably loads streaming data into data lakes, data stores and analytics services like OpenSearch Service. It can automatically scale to match the throughput of your data and requires no ongoing administration. Answer A

upvoted 1 times

...

aragon_saa

8 months, 2 weeks ago

Selected Answer: A

Answer is A

upvoted 1 times

...

matt200

8 months, 2 weeks ago

Selected Answer: A

Option A: Use Amazon Kinesis Data Firehose and an AWS Lambda function to transform the data and deliver the transformed data to OpenSearch Service is the best choice for achieving the least operational overhead. Kinesis Data Firehose is a managed service that automates the data ingestion process, scales seamlessly, and integrates directly with OpenSearch Service, minimizing the need for manual intervention and infrastructure management.

upvoted 3 times

...

Exam AWS Certified Data Engineer - Associate DEA-C01 All Questions

View all questions & answers for the AWS Certified Data Engineer - Associate DEA-C01 exam