QUESTION 32
Match each Apache Kafka component with its description.

QUESTION 33
Which CouchDB function can be used to create a document?

QUESTION 34
Which layer in the EdgeX Foundry architecture provides a REST API that enables clients to establish new requests?

QUESTION 35
Match each Atlas feature with its description.

QUESTION 36
With Apache Kafka, what is an advantage of implementing the Publish/Subscribe messaging system over Point-to-Point messaging system?

QUESTION 37
What is a characteristic of the Kerberos role in a Hadoop ecosystem?

QUESTION 38
Which of the following are components of the Apache Spark architecture? (Select all that apply)

QUESTION 39
Match each data type with its corresponding Redis data structure.

QUESTION 40
Which of the following are security considerations when using cloud services with Hadoop? (Select all that apply)

QUESTION 41
What ethical principle emphasizes that collected data should be used for its original intended purpose?

QUESTION 42
Which encoding standard is used by Python 2 to store strings?

QUESTION 43
Refer to the exhibit.

Which shows a table named Student.
What changes must be made to the table in order to achieve 1NF?

QUESTION 44
What skill is essential for a data engineer to efficiently transform and clean raw data into usable formats?

QUESTION 45
Which feature of Apache Kafka makes it suitable for handling high-throughput data streams?

QUESTION 46
Which skill is crucial for a data engineer to effectively manage and optimize large-scale data processing systems?

QUESTION 47
In a relational database, what is a minimal set of attributes to uniquely identify a record in a table?

QUESTION 48
What is the data governance role that leverages the data for business purposes, such as increasing sales or reducing manufacturing costs?