Whiteboarding/problem solvingTechnical

How would you describe the advantages and disadvantages of scaling horizontally versus scaling vertically?

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Interview question asked to Technical Account Managers interviewing at Snowflake, Reddit, PhonePe and other companies. Original question asked: How would you describe the advantages and disadvantages of scaling horizontally versus scaling vertically?.