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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is real-time processing?
💡 Hint: Think about the timing of data analysis.
Question 2
Easy
Name one technology used for real-time processing.
💡 Hint: Consider system architecture for data handling.
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 is the main advantage of real-time processing?
- Delayed analysis
- Immediate decision-making
- Batch processing
💡 Hint: Consider the speed of responses.
Question 2
True or False: Apache Kafka is only used for batch processing.
- True
- False
💡 Hint: Reflect on Kafka's role in data handling.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a real-time monitoring system for an environmental sensor network that detects pollutants in the air. How would you utilize Kafka and Spark Streaming?
💡 Hint: Think about data flow and real-life applications.
Question 2
Evaluate the trade-offs between implementing batch processing versus real-time processing for a smart home system managing energy consumption.
💡 Hint: Consider responsiveness versus resource management.
Challenge and get performance evaluation