Practice Optimized Graph Representation - 2.5.3.2 | Week 8: Cloud Applications: MapReduce, Spark, and Apache Kafka | Distributed and Cloud Systems Micro Specialization
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2.5.3.2 - Optimized Graph Representation

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the primary purpose of partitioning in graph representation?

πŸ’‘ Hint: Think about the benefits of distributing data.

Question 2

Easy

Define a directed multigraph.

πŸ’‘ Hint: What makes it unique compared to regular graphs?

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 does GraphX optimize in terms of graph processing?

  • Data accuracy
  • Graph representation
  • Processing speed

πŸ’‘ Hint: Consider how graphs need to be structured for effective computing.

Question 2

True or False: In a directed multigraph, you can have multiple edges between the same two vertices.

  • True
  • False

πŸ’‘ Hint: Think about the difference between directed and undirected graphs.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Create a directed multigraph representation of a real-world network, such as a social media platform. Include vertices, edges, and properties for each.

πŸ’‘ Hint: Consider how users connect in your chosen platform.

Question 2

Evaluate a scenario where adding more partitions to a graph might result in diminishing returns. Discuss the implications.

πŸ’‘ Hint: Think about the relationships within the graph.

Challenge and get performance evaluation