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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the primary purpose of Apache Kafka?
💡 Hint: Think about how data flows in IoT scenarios.
Question 2
Easy
What does Spark Streaming process?
💡 Hint: Consider the processing method in real-time analytics.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What aspect of Apache Kafka ensures that data is never lost?
- High Scalability
- Durability
- Micro-batching
💡 Hint: Think about the importance of data integrity.
Question 2
True or False: Spark Streaming processes data in large batches instead of micro-batches.
- True
- False
💡 Hint: Recall the definition of micro-batching.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a hypothetical IoT system that utilizes both Kafka and Spark Streaming to monitor and respond to environmental conditions. What would be the architecture, and how would data flow through the system?
💡 Hint: Sketch a flow diagram to visualize the data movement.
Question 2
Discuss the potential challenges when implementing Kafka and Spark Streaming in a critical real-time system. How would you mitigate these challenges?
💡 Hint: Consider real-world examples where these technologies faced issues.
Challenge and get performance evaluation