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What is the difference between static and dynamic rate limiting?

An example of an AI chatbot conversation about static vs dynamic rate limiting.

😀
You

What is the difference between static and dynamic rate limiting?

MagicBuddy
MagicBuddy

Static rate limiting sets a fixed limit on the number of requests a user can make in a given time period, while dynamic rate limiting adjusts limits based on current server load or user behavior.

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You

Can you give me an example of each?

MagicBuddy
MagicBuddy

Sure! An example of static rate limiting is allowing 100 requests per hour for all users. Dynamic rate limiting might allow a user to make 50 requests per minute when the server is under low load, but reduce that to 10 requests per minute during peak times.

😀
You

Which one is better for a high-traffic application?

MagicBuddy
MagicBuddy

Dynamic rate limiting is often better for high-traffic applications because it can adapt to changing conditions and prevent server overload.

😀
You

Are there any downsides to dynamic rate limiting?

MagicBuddy
MagicBuddy

Yes, dynamic rate limiting can be more complex to implement and may require more resources to monitor and adjust limits in real-time.

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