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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:

1. Which Apache project focuses on managing and governing metadata for Hadoop ecosystems?

A) Apache Hive
B) Apache Atlas
C) Apache HBase
D) Apache Ranger

2. What is the primary purpose of Apache Kafka in a data processing architecture?

A) Running complex SQL queries
B) Running machine learning algorithms
C) Processing real-time data streams
D) Storing historical data

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

A) Messages stored are deduplicated automatically to increase the overall storage capacity of a topic
B) Any message published to a topic is immediately received by all the subscribers to that topic
C) Messages can be dynamically moved between topics to improve the overall throughput of the system
D) Any message published to a topic is received only by a few subscribers to that topic

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

A) Data encryption in transit and at rest
B) Multi-factor authentication
C) Regularly updating software and patches
D) Storing all data on public GitHub repositories

5. An organization has implemented an IoT solution in their environment to gain competitive advantage.
This solution generates huge volumes of streaming data from different sources.
The organization wants to leverage this data to provide predictive, actionable results. They need a real- time data processing tool that can process the data using a fault-tolerant, horizontally scalable method.
Which tool should the organization use?

A) Apache Storm
B) Apache Ambari
C) Apache Oozie
D) Apache Ranger

Solutions: