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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is MapReduce primarily used for?
💡 Hint: Think about its application in big data.
Question 2
Easy
Name one benefit of using Spark over MapReduce.
💡 Hint: Consider how it processes data differently.
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 model does MapReduce represent?
- A programming model only
- A network model
- A programming and execution framework
💡 Hint: Think about its dual nature.
Question 2
True or False: Spark relies heavily on disk I/O.
- True
- False
💡 Hint: Consider how Spark optimizes performance.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Develop a simple MapReduce application for analyzing sales data, defining your Mapper and Reducer functions clearly.
💡 Hint: Break down the sales data structure clearly.
Question 2
Explain how Spark's architecture utilizes RDDs to enhance real-time data processing compared to traditional MapReduce.
💡 Hint: Think about the advantages of keeping data in memory.
Challenge and get performance evaluation