여러 요청이 있는 AI as a Service에 과부하가 걸릴 수 있습니까?

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DEV Community · sc0v0ne · 2026-06-13 개발(SW)
Cover image for Is it possible overload a AI as a Service with multiples requests ?

sc0v0ne

I was thinking about some tests for a service that uses language models; there are several, even prompt injection. A question came to mind: is it possible to make multiple requests asking for any text like Lorem Ipsum, generating many unnecessary tokens and incurring costs? But creating a test where there are multiple accounts making the same request to generate 10,000 Lorem Ipsum tokens simultaneously, could that cause a service outage? Because most of the infrastructure I see doesn’t use any queuing method when the chat is free of tasks involving an agent or even heavier functionalities.

I didn’t actually generate anything, I just wanted to start a discussion on this topic.

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