Practice - Distributed - 2.1.2
Practice Questions
Test your understanding with targeted questions
What are the two main phases of MapReduce?
💡 Hint: Think about how data is processed step by step.
What does RDD stand for in Apache Spark?
💡 Hint: What is the term for Spark's core data structure?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What programming model does MapReduce follow?
💡 Hint: Think about how MapReduce handles data over time.
True or False: Apache Spark only processes data from HDFS.
💡 Hint: Consider the versatility of Spark's data sources.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design an example application that uses MapReduce for processing e-commerce transaction logs. Describe the steps involved.
💡 Hint: Focus on how you would structure and process the transaction logs.
Discuss the trade-offs between using MapReduce and Spark for a machine learning application that requires iterative training.
💡 Hint: Compare their processing speeds and I/O operations.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.