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Following are some reference material for actual EMC D-DS-OP-23 exam test
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
1. Which feature of Apache Kafka makes it suitable for handling high-throughput data streams?
A) In-memory data storage
B) Partitioning and replication
C) Only supports batch processing
D) Static schema enforcement
2. Which IoT data processing tool uses a storage abstraction called Stream for continuous and unbounded data?
A) Pravega
B) Apache NiFi
C) EdgeX Foundry
D) Apache Storm
3. What is a common application of IoT tools?
A) Managing relational databases
B) Processing large-scale batch data
C) Monitoring real-time sensor data
D) Analyzing static datasets
4. With Apache Kafka, what is an advantage of implementing the Publish/Subscribe messaging system over Point-to-Point messaging system?
A) Any message published to a topic is received only by a few subscribers to that topic
B) Messages stored are deduplicated automatically to increase the overall storage capacity of a topic
C) Any message published to a topic is immediately received by all the subscribers to that topic
D) Messages can be dynamically moved between topics to improve the overall throughput of the system
5. What are two Spark libraries?
A) Spark SQL and GraphX
B) Spark NoSQL and RDD
C) Spark NoSQL and GraphX
D) Spark SQL and RDD
Solutions:
Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: A |