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Answer: Parameters can be set at both the Test Plan and Thread Group levels.
At the Test Plan level, parameters can be used as constants to minimize changes throughout the test plan when a server or port changes, for example. \[N.B. functions are not currently supported at Test Plan level.\]
Within Thread Groups, the User Parameters Pre-Processor can be used to set different parameters for each simulated user.