Practice Graph Construction - 2.5.3.1 | Week 8: Cloud Applications: MapReduce, Spark, and Apache Kafka | Distributed and Cloud Systems Micro Specialization
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2.5.3.1 - Graph Construction

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

Define what a VertexRDD is in your own words.

πŸ’‘ Hint: Focus on what vertices in a graph represent.

Question 2

Easy

What does EdgeRDD represent?

πŸ’‘ Hint: Think about how nodes interact with each other.

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 primary function of VertexRDD?

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

πŸ’‘ Hint: Think about what entities a graph consists of.

Question 2

True or False: EdgeRDD represents the connections between vertices.

  • True
  • False

πŸ’‘ Hint: What does the 'E' in Edge refer to?

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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

πŸ’‘ Hint: Consider real-world elements that could represent data connections.

Question 2

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

πŸ’‘ Hint: Think about how communities are typically formed based on interests or interactions.

Challenge and get performance evaluation