Practice Graphx (2.3.4) - Cloud Applications: MapReduce, Spark, and Apache Kafka
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GraphX

Practice - GraphX

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define a vertex and an edge in the context of GraphX.

💡 Hint: Think about how people can be connected through friendships.

Question 2 Easy

What is GraphX primarily used for?

💡 Hint: Consider its role in analyzing relationships in data.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does GraphX enable users to do?

Store large datasets
Analyze graph structures
Visualize data

💡 Hint: Think about the core functionality of GraphX.

Question 2

True or False: In a property graph, both vertices and edges can have properties.

True
False

💡 Hint: Recall the definition of a property graph.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Given a dataset representing a social network using GraphX, describe how you would implement PageRank to determine influential users. What considerations would you make regarding the number of iterations?

💡 Hint: Think about the meaning of influence in social terms.

Challenge 2 Hard

How would you optimize graph storage in GraphX when handling massive datasets, and what techniques could you use to ensure efficient communication between nodes?

💡 Hint: Consider distributed computing principles to optimize processing.

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Reference links

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