What is the token bucket algorithm and how is it used in APIs?
An example of an AI chatbot conversation about the token bucket algorithm in APIs.
What is the token bucket algorithm and how does it work?
The token bucket algorithm is a rate-limiting mechanism used to control the amount of data sent over a network. It allows a certain number of tokens to be generated over time, and each token represents permission to send a certain amount of data.
How is it different from the leaky bucket algorithm?
The main difference is that the token bucket allows bursts of traffic by accumulating tokens, while the leaky bucket enforces a steady output rate, smoothing out bursts.
Can you give me an example of how it's implemented in APIs?
Sure! In APIs, the token bucket can be used to limit the number of requests a user can make in a given time frame. For instance, an API might allow 10 requests per minute, where each request consumes a token.
What happens when the tokens run out?
When the tokens run out, any additional requests will be denied or queued until new tokens are generated, ensuring that the API does not get overwhelmed.
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