5.1.4.2 - Real-time Processing
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Practice Questions
Test your understanding with targeted questions
What is real-time processing?
💡 Hint: Think about the timing of data analysis.
Name one technology used for real-time processing.
💡 Hint: Consider system architecture for data handling.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main advantage of real-time processing?
💡 Hint: Consider the speed of responses.
True or False: Apache Kafka is only used for batch processing.
💡 Hint: Reflect on Kafka's role in data handling.
1 more question available
Challenge Problems
Push your limits with advanced challenges
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.
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.
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