Practice Real-time Processing (5.5.2) - Chapter 5: IoT Data Engineering and Analytics

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11 questions

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6 sample questions

Question 1.
What is real-time processing?
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Think about immediate actions based on data insights.
Question 2.
Name one benefit of using Apache Kafka.
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Think about high throughput.
3Question 3.
What system is primarily used for real-time data streaming?
- Apache Kafka
- MySQL
- MongoDB
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Think about distributed systems.
4Question 4.
True or False: Spark Streaming processes data in real-time without any delays.
- True
- False
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Consider the meaning of 'micro-batches'.
Question 5.
Given a scenario where a manufacturing plant faces machine breakdowns, propose how integrating Kafka and Spark Streaming could help in real-time monitoring and fault detection.
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Consider the importance of system integration in timely responses.
Question 6.
Analyze how real-time processing impacts decision-making in emergency services.
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Think about the critical nature of quick responses in emergencies.

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