How do I choose between the leaky bucket algorithm and other algorithms?

What factors should I consider when choosing between the leaky bucket algorithm and others?

You should consider factors like the type of traffic, the desired rate limiting behavior, and system resource constraints.

Can you explain how the leaky bucket algorithm works?

Sure! The leaky bucket algorithm controls data flow by allowing a fixed amount of data to be processed at a steady rate, simulating a bucket that leaks at a constant rate.

What are some alternatives to the leaky bucket algorithm?

Alternatives include the token bucket algorithm, fixed window counter, and sliding window log, each with its own advantages.

How do I decide which algorithm is best for my application?

Evaluate your application's specific needs, such as burst tolerance, average load, and latency requirements to make an informed choice.