Practice High Throughput - 3.1.4 | Week 8: Cloud Applications: MapReduce, Spark, and Apache Kafka | Distributed and Cloud Systems Micro Specialization
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3.1.4 - High Throughput

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does high throughput mean?

πŸ’‘ Hint: Think about data processing speed.

Question 2

Easy

What are the two phases of MapReduce?

πŸ’‘ Hint: Remember the concept of breaking down tasks.

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 high throughput?

  • A low-volume data process
  • Efficient processing of large data volumes
  • Only batch processing

πŸ’‘ Hint: Relation to the efficiency of data handling.

Question 2

True or False: MapReduce operates with a single processing thread.

  • True
  • False

πŸ’‘ Hint: Think about how tasks are executed in parallel.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Create a hypothetical cloud application that requires high throughput for data processing. Describe how you would implement it using MapReduce, Spark, and Kafka.

πŸ’‘ Hint: Think about real-world applications in finance or e-commerce.

Question 2

Analyze a case where high throughput was critical to system performance and efficiency. What challenges were faced, and how were they overcome?

πŸ’‘ Hint: Consider industries where timing is key.

Challenge and get performance evaluation