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1. Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)
A) HDFS storage
B) Driver node
C) Kafka topics
D) Discretized streams (DStreams)
E) Worker node
2. Which IoT data processing tool enables businesses to make real-time decisions to capitalize on the Analytics of Things (AoT)?
A) Nautilus
B) Pravega
C) Apache Kafka
D) Apache NiFi
3. What is a significant advantage of using a columnar store NoSQL database for analytical workloads?
A) Real-time data synchronization
B) Optimized query performance on large datasets
C) High-speed transaction processing
D) Efficient storage of hierarchical data
4. Which Sqoop validation type checks the row counts between the source and target databases, and tries to ensure that the counts match?
A) ValidationThreshold
B) Validator
C) Eval
D) ValidationFailureHandler
5. What is the purpose of memory management in Apache Flink?
A) Convert all of the data into Java objects
B) Ensure no disk space is ever required
C) Eliminate the need for serialization of the data
D) Control how much memory the runtime operations use
Solutions:
| Question # 1 Answer: B,D,E | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |
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