The exponential distribution will always provide a reasonably close approximation of the true service-time distribution.

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The exponential distribution is commonly used to model service times in queuing theory, but it may not always provide a close approximation of the true service-time distribution in practice. Other distributions, such as normal or lognormal, may be more appropriate for specific systems or processes.

The Exponential Distribution Will Always Provide a Reasonably Close Approximation