"I think with a web service you'll run into issues with IIS, such as
timeouts, memory leaks, etc."

Not if you use a singleton ojbect.


"What happens to an active web service when IIS recycles itself?  I would
guess that all child processes get recycled as well."

The garbage collector will not collect an object if you tell it not to.

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