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3 cards from this section. Quick, good the night before a test.
Define scalability in your own words.
Think about how a system can cope with more demands.
What is horizontal scaling?
It relates to the number of machines you can add.
What is scalability in parallel processing?
Think about what scalability means in relation to changes in demand.
True or False: Horizontal scaling involves upgrading existing hardware.
Consider if adding machines or improving them is the focus.
Propose a real-world application of an AI system that would require both horizontal and vertical scaling. Discuss the rationale behind your proposal.
Think about areas where speed and data complexity are critical.
Analyze how a constrained budget might impact the choice between horizontal and vertical scaling in a startup using AI technology.
Consider financial aspects and long-term growth.
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