Practice Amdahl’s Law And Diminishing Returns (7.5.2) - Parallel Processing Architectures for AI
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Amdahl’s Law and Diminishing Returns

Practice - Amdahl’s Law and Diminishing Returns

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is Amdahl's Law?

💡 Hint: Think about the relationship between parallel and serial tasks.

Question 2 Easy

Define diminishing returns in the context of computing.

💡 Hint: Consider when additional effort does not lead to proportionate output.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does Amdahl's Law focus on in parallel processing?

The benefits of parallelism
The impact of serial components
The hardware used

💡 Hint: Consider what factors might slow down a process.

Question 2

True or False: Diminishing returns imply that adding more resources always results in proportional speedup.

True
False

💡 Hint: Think about how resources affect outcomes.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

If a task consists of 80% parallelizable work and 20% serial work, what is the maximum theoretical speedup using 5 processors?

💡 Hint: Remember to convert the percentages to decimal form for calculations.

Challenge 2 Hard

Analyze how adding more processors affects a task where 50% is serial. Discuss strategies to improve speedup.

💡 Hint: Consider practical optimizations that might be executed.

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