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Accenture Core Computer Science Core Computer Science Medium

Q16 /20 Choose the description that is incorrect regarding serverless architecture.

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Choose the description that is incorrect regarding serverless architecture.

Choose one option.
Show answer & explanation
Answer: C. Even when instances scale up, serverless architecture has the feature of zero-second initialization, allowing the application to start processing requests instantly.

Option C is incorrect because serverless architectures do NOT have zero-second initialization. Cold starts are a well-known limitation where newly provisioned instances introduce latency (typically 100ms to several seconds) before the application can process requests. Options A, B, and D are all accurate descriptions of serverless characteristics: on-demand scaling with cost reduction (A), pay-per-use billing (B), and reduced low-level infrastructure control compared to IaaS (D).

Step-by-step Derivation:
Analyze each statement against serverless architecture properties:

A) TRUE - Serverless functions scale automatically based on demand and incur no charges during idle periods.

B) TRUE - Billing is based on execution metrics (invocations, memory, duration) with no cost when not in use.

C) FALSE - Cold starts are a significant limitation. When new instances are initialized, there is initialization latency (not zero-seconds). Warm instances may respond quickly, but scaling up introduces delays.

D) TRUE - Serverless abstracts away server management but limits OS-level tuning; IaaS (like VMs) offers more granular control.

The question asks for the INCORRECT statement, making C the answer.