Practice Scalability (7.4.4) - Parallel Processing Architectures for AI
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Scalability

Practice - Scalability

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define scalability in your own words.

💡 Hint: Think about how a system can cope with more demands.

Question 2 Easy

What is horizontal scaling?

💡 Hint: It relates to the number of machines you can add.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is scalability in parallel processing?

The ability to increase processing speed
The ability to manage increased workloads effectively
The ability to simplify computer systems

💡 Hint: Think about what scalability means in relation to changes in demand.

Question 2

True or False: Horizontal scaling involves upgrading existing hardware.

True
False

💡 Hint: Consider if adding machines or improving them is the focus.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Propose a real-world application of an AI system that would require both horizontal and vertical scaling. Discuss the rationale behind your proposal.

💡 Hint: Think about areas where speed and data complexity are critical.

Challenge 2 Hard

Analyze how a constrained budget might impact the choice between horizontal and vertical scaling in a startup using AI technology.

💡 Hint: Consider financial aspects and long-term growth.

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