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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What are the two main phases of MapReduce?
💡 Hint: Think about how data is processed and summarized.
Question 2
Easy
What does Kafka primarily facilitate?
💡 Hint: Consider the role of messaging systems in data flow.
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 function of the MapReduce framework?
- Data Preservation
- Batch Processing
- Real-time Streaming
💡 Hint: Think about what MapReduce has been commonly used for.
Question 2
True or False: Apache Spark primarily uses disk-based processing.
- True
- False
💡 Hint: Consider the key advantages Spark provides over MapReduce.
Solve 3 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Construct a MapReduce program outline for processing user activity logs to identify the top 10 most common actions on a web page daily.
💡 Hint: Think about how you can leverage counting and sorting to find the most common actions.
Question 2
Explain how you could integrate Kafka with Spark to analyze social media feeds in real-time. Outline the data flow.
💡 Hint: Identify the role of Kafka in capturing data and Spark in processing.
Challenge and get performance evaluation