Practice Graph Construction (2.5.3.1) - Cloud Applications: MapReduce, Spark, and Apache Kafka
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Graph Construction

Practice - Graph Construction

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define what a VertexRDD is in your own words.

💡 Hint: Focus on what vertices in a graph represent.

Question 2 Easy

What does EdgeRDD represent?

💡 Hint: Think about how nodes interact with each other.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the primary function of VertexRDD?

To represent edges in a graph
To represent vertices in a graph
To connect vertices

💡 Hint: Think about what entities a graph consists of.

Question 2

True or False: EdgeRDD represents the connections between vertices.

True
False

💡 Hint: What does the 'E' in Edge refer to?

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Design a method to analyze traffic patterns using GraphX, defining which vertices and edges to use.

💡 Hint: Consider real-world elements that could represent data connections.

Challenge 2 Hard

How would you optimize a graph for community detection in a large social network using GraphX principles?

💡 Hint: Think about how communities are typically formed based on interests or interactions.

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